diff --git a/app/components/AppTopBar.vue b/app/components/AppTopBar.vue
index 0c0ae7d3..3449f8a5 100644
--- a/app/components/AppTopBar.vue
+++ b/app/components/AppTopBar.vue
@@ -6,7 +6,7 @@ import {
   ChevronDown, Menu, X, Users, ChevronLeft,
   LayoutDashboard, Calendar, ArrowUpCircle,
   Sparkles, Radio, History,
-  MessageCircle, Languages, Lock, Inbox, Upload,
+  MessageCircle, Languages, Lock, Inbox, Upload, Zap,
 } from 'lucide-vue-next'
 import type { PlanFeature } from '~~/shared/billing'
 
@@ -111,6 +111,7 @@ const jobTabs = computed(() => {
     { label: 'Import', to: `${base}/import`, icon: Upload, exact: true },
     { label: 'Inbox', to: `${base}/inbox`, icon: Inbox, exact: true },
     { label: 'Application Form', to: `${base}/application-form`, icon: FileText, exact: true },
+    { label: 'Automation', to: `${base}/rules`, icon: Zap, exact: true },
     { label: 'Source Tracking', to: `${base}/source-tracking`, icon: Radio, exact: true },
     { label: 'AI Analysis', to: `${base}/ai-analysis`, icon: Sparkles, exact: true },
     { label: 'Settings', to: `${base}/settings`, icon: Settings, exact: true },
diff --git a/app/components/ApplicationBuilder.vue b/app/components/ApplicationBuilder.vue
index 982fce9f..ffe5a711 100644
--- a/app/components/ApplicationBuilder.vue
+++ b/app/components/ApplicationBuilder.vue
@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import {
   Lock, Upload, FileText, GripVertical, Plus, Pencil, Trash2,
-  ChevronUp, ChevronDown,
+  ChevronUp, ChevronDown, Zap,
 } from 'lucide-vue-next'
 
 /**
@@ -523,6 +523,11 @@ function handleEditField(field: string) {
             Add a question
           </button>
         </div>
+
+        <p class="mt-4 flex items-start gap-1.5 text-xs text-surface-400 dark:text-surface-500 leading-relaxed">
+          <Zap class="size-3.5 shrink-0 mt-0.5" />
+          <span>Build custom automation and knockout rules from these questions — e.g. auto-reject a wrong answer — anytime from the role's Automation Rules tab.</span>
+        </p>
       </div>
     </div>
 
diff --git a/app/components/ApplicationRulesBuilder.vue b/app/components/ApplicationRulesBuilder.vue
new file mode 100644
index 00000000..8f8b144c
--- /dev/null
+++ b/app/components/ApplicationRulesBuilder.vue
@@ -0,0 +1,477 @@
+<script setup lang="ts">
+import { Plus, Trash2, ChevronUp, ChevronDown, Zap, AlertTriangle, PlayCircle } from 'lucide-vue-next'
+import {
+  OPERATOR_META,
+  OPERATORS_BY_QUESTION_TYPE,
+  RULE_ACTIONS,
+  RULE_ACTION_LABELS,
+  type QuestionType,
+  type RuleAction,
+  type RuleMatchType,
+  type RuleOperator,
+  type ApplicationRuleInput,
+  type RuleCondition,
+} from '~~/shared/application-rules'
+import type { ApplicationRule } from '~/composables/useApplicationRules'
+
+interface FormQuestion {
+  id: string
+  label: string
+  type: QuestionType
+  options?: string[] | null
+}
+
+const props = defineProps<{
+  questions: FormQuestion[]
+  serverRules: ApplicationRule[]
+  saving: boolean
+  running: boolean
+}>()
+
+const emit = defineEmits<{
+  save: [rules: ApplicationRuleInput[]]
+  run: []
+}>()
+
+// ─────────────────────────────────────────────
+// Local editable draft (each rule/condition carries a client key)
+// ─────────────────────────────────────────────
+
+interface DraftCondition extends RuleCondition {
+  _key: string
+}
+interface DraftRule {
+  _key: string
+  name: string
+  matchType: RuleMatchType
+  action: RuleAction
+  enabled: boolean
+  conditions: DraftCondition[]
+}
+
+const key = () => crypto.randomUUID()
+
+function toDraft(rules: ApplicationRule[]): DraftRule[] {
+  return rules.map(r => ({
+    _key: key(),
+    name: r.name,
+    matchType: r.matchType,
+    action: r.action,
+    enabled: r.enabled,
+    conditions: (r.conditions ?? []).map(c => ({ ...c, _key: key() })),
+  }))
+}
+
+const draft = ref<DraftRule[]>(toDraft(props.serverRules))
+
+// Reset the draft whenever the server set changes (after a save/refresh).
+watch(() => props.serverRules, (rules) => {
+  draft.value = toDraft(rules)
+}, { deep: true })
+
+// ─────────────────────────────────────────────
+// Dirty tracking — compare draft vs server (ignoring client keys)
+// ─────────────────────────────────────────────
+
+function toPayload(rules: DraftRule[]): ApplicationRuleInput[] {
+  return rules.map(r => ({
+    name: r.name.trim(),
+    matchType: r.matchType,
+    action: r.action,
+    enabled: r.enabled,
+    conditions: r.conditions.map(({ _key, ...c }) => c),
+  }))
+}
+
+const serverPayload = computed(() => JSON.stringify(
+  props.serverRules.map(r => ({
+    name: r.name,
+    matchType: r.matchType,
+    action: r.action,
+    enabled: r.enabled,
+    conditions: (r.conditions ?? []).map(c => ({ questionId: c.questionId, operator: c.operator, value: c.value })),
+  })),
+))
+const draftPayload = computed(() => JSON.stringify(toPayload(draft.value)))
+const isDirty = computed(() => draftPayload.value !== serverPayload.value)
+
+// ─────────────────────────────────────────────
+// Question / operator helpers
+// ─────────────────────────────────────────────
+
+const questionMap = computed<Record<string, FormQuestion>>(() =>
+  Object.fromEntries(props.questions.map(q => [q.id, q])),
+)
+
+function operatorsFor(questionId: string): RuleOperator[] {
+  const q = questionMap.value[questionId]
+  return q ? OPERATORS_BY_QUESTION_TYPE[q.type] : []
+}
+
+function valueInputFor(cond: DraftCondition): string {
+  return OPERATOR_META[cond.operator]?.valueInput ?? 'none'
+}
+
+function optionsFor(questionId: string): string[] {
+  return questionMap.value[questionId]?.options ?? []
+}
+
+function isMissingQuestion(questionId: string): boolean {
+  return !!questionId && !questionMap.value[questionId]
+}
+
+// ─────────────────────────────────────────────
+// Mutations
+// ─────────────────────────────────────────────
+
+const canAdd = computed(() => props.questions.length > 0)
+
+function addRule() {
+  if (!canAdd.value) return
+  const firstQ = props.questions[0]
+  draft.value.push({
+    _key: key(),
+    name: `Rule ${draft.value.length + 1}`,
+    matchType: 'all',
+    action: 'rejected',
+    enabled: true,
+    conditions: firstQ ? [newCondition(firstQ.id)] : [],
+  })
+}
+
+function newCondition(questionId: string): DraftCondition {
+  const ops = questionId ? OPERATORS_BY_QUESTION_TYPE[questionMap.value[questionId]!.type] : []
+  return { _key: key(), questionId, operator: ops[0] ?? 'is_answered', value: undefined }
+}
+
+function removeRule(idx: number) {
+  draft.value.splice(idx, 1)
+}
+
+function moveRule(idx: number, dir: -1 | 1) {
+  const target = idx + dir
+  if (target < 0 || target >= draft.value.length) return
+  const [item] = draft.value.splice(idx, 1)
+  draft.value.splice(target, 0, item!)
+}
+
+function addCondition(rule: DraftRule) {
+  const firstQ = props.questions[0]
+  rule.conditions.push(newCondition(firstQ?.id ?? ''))
+}
+
+function removeCondition(rule: DraftRule, idx: number) {
+  rule.conditions.splice(idx, 1)
+}
+
+// When the question changes, reset operator + value to valid defaults.
+function onQuestionChange(cond: DraftCondition) {
+  const ops = operatorsFor(cond.questionId)
+  cond.operator = ops[0] ?? 'is_answered'
+  cond.value = undefined
+}
+
+// When the operator changes, drop a value that no longer applies.
+function onOperatorChange(cond: DraftCondition) {
+  const kind = valueInputFor(cond)
+  if (kind === 'none') cond.value = undefined
+  else if (kind === 'multiselect' && !Array.isArray(cond.value)) cond.value = []
+  else if (kind !== 'multiselect' && Array.isArray(cond.value)) cond.value = undefined
+}
+
+function toggleOption(cond: DraftCondition, option: string) {
+  const arr = Array.isArray(cond.value) ? [...cond.value] : []
+  const i = arr.indexOf(option)
+  if (i >= 0) arr.splice(i, 1)
+  else arr.push(option)
+  cond.value = arr
+}
+
+function isOptionSelected(cond: DraftCondition, option: string): boolean {
+  return Array.isArray(cond.value) && cond.value.includes(option)
+}
+
+// ─────────────────────────────────────────────
+// Validation + save
+// ─────────────────────────────────────────────
+
+const validationError = computed<string | null>(() => {
+  for (const r of draft.value) {
+    if (!r.name.trim()) return 'Every rule needs a name.'
+    if (r.conditions.length === 0) return `"${r.name}" needs at least one condition.`
+    for (const c of r.conditions) {
+      if (!c.questionId || isMissingQuestion(c.questionId)) return `"${r.name}" references a deleted question — fix or remove it.`
+      const kind = OPERATOR_META[c.operator]?.valueInput
+      if (kind === 'text' && !String(c.value ?? '').trim()) return `"${r.name}" is missing a value.`
+      if (kind === 'number' && (c.value === undefined || c.value === null || c.value === '')) return `"${r.name}" is missing a number.`
+      if (kind === 'date' && !c.value) return `"${r.name}" is missing a date.`
+      if (kind === 'multiselect' && (!Array.isArray(c.value) || c.value.length === 0)) return `"${r.name}" needs at least one option selected.`
+    }
+  }
+  return null
+})
+
+const actionOptions = RULE_ACTIONS.map(a => ({ value: a, label: RULE_ACTION_LABELS[a] }))
+
+const actionBadgeClass: Record<RuleAction, string> = {
+  rejected: 'text-danger-600 dark:text-danger-400',
+  screening: 'text-warning-600 dark:text-warning-400',
+  interview: 'text-brand-600 dark:text-brand-400',
+}
+
+function handleSave() {
+  if (validationError.value) return
+  emit('save', toPayload(draft.value))
+}
+
+const selectClass = 'rounded-md border border-surface-300 dark:border-surface-600 bg-white dark:bg-surface-900 px-2.5 py-1.5 text-sm text-surface-800 dark:text-surface-200 focus:outline-none focus:ring-2 focus:ring-brand-500/40'
+const inputClass = selectClass + ' min-w-0'
+</script>
+
+<template>
+  <div>
+    <!-- Intro -->
+    <div class="mb-5 flex items-start gap-3">
+      <div class="mt-0.5 rounded-lg bg-brand-50 dark:bg-brand-950/50 p-2 ring-1 ring-inset ring-brand-100 dark:ring-brand-900">
+        <Zap class="size-4 text-brand-600 dark:text-brand-400" />
+      </div>
+      <div>
+        <h2 class="text-sm font-semibold text-surface-900 dark:text-surface-100">Automation rules</h2>
+        <p class="mt-0.5 text-sm text-surface-500 dark:text-surface-400 max-w-2xl">
+          Automatically set an applicant's status the moment they apply, based on their answers.
+          Rules run top to bottom — the first one that matches wins.
+        </p>
+      </div>
+    </div>
+
+    <!-- No questions yet -->
+    <div
+      v-if="questions.length === 0"
+      class="rounded-lg border border-dashed border-surface-300 dark:border-surface-700 p-8 text-center"
+    >
+      <p class="text-sm text-surface-500 dark:text-surface-400">
+        Add a question to your
+        <NuxtLink :to="$localePath(`/dashboard/jobs/${$route.params.id}/application-form`)" class="text-brand-600 dark:text-brand-400 underline">application form</NuxtLink>
+        first — rules evaluate the answers to those questions.
+      </p>
+    </div>
+
+    <template v-else>
+      <!-- Empty state -->
+      <div
+        v-if="draft.length === 0"
+        class="rounded-lg border border-dashed border-surface-300 dark:border-surface-700 p-8 text-center"
+      >
+        <p class="text-sm text-surface-500 dark:text-surface-400 mb-4">
+          No rules yet. Create one to auto-reject or auto-advance applicants based on their answers.
+        </p>
+        <button
+          class="inline-flex items-center gap-1.5 rounded-lg bg-brand-600 px-3.5 py-2 text-sm font-semibold text-white hover:bg-brand-700 transition-colors"
+          @click="addRule"
+        >
+          <Plus class="size-4" /> Add your first rule
+        </button>
+      </div>
+
+      <!-- Rule cards -->
+      <div v-else class="space-y-4">
+        <div
+          v-for="(rule, ri) in draft"
+          :key="rule._key"
+          class="rounded-xl border border-surface-200 dark:border-surface-800 bg-white dark:bg-surface-900"
+          :class="{ 'opacity-60': !rule.enabled }"
+        >
+          <!-- Card header -->
+          <div class="flex items-center gap-2 px-4 py-3 border-b border-surface-100 dark:border-surface-800">
+            <input
+              v-model="rule.name"
+              type="text"
+              placeholder="Rule name"
+              class="flex-1 min-w-0 bg-transparent text-sm font-semibold text-surface-900 dark:text-surface-100 focus:outline-none placeholder:text-surface-400 placeholder:font-normal"
+            />
+
+            <!-- Enable toggle -->
+            <button
+              type="button"
+              role="switch"
+              :aria-checked="rule.enabled"
+              class="relative inline-flex h-5 w-9 shrink-0 items-center rounded-full transition-colors"
+              :class="rule.enabled ? 'bg-brand-600' : 'bg-surface-300 dark:bg-surface-700'"
+              @click="rule.enabled = !rule.enabled"
+            >
+              <span class="inline-block size-4 transform rounded-full bg-white transition-transform" :class="rule.enabled ? 'translate-x-4' : 'translate-x-0.5'" />
+            </button>
+
+            <div class="flex items-center">
+              <button
+                class="rounded p-1 text-surface-400 hover:text-surface-700 dark:hover:text-surface-200 disabled:opacity-30 disabled:cursor-not-allowed"
+                :disabled="ri === 0"
+                title="Move up"
+                @click="moveRule(ri, -1)"
+              >
+                <ChevronUp class="size-4" />
+              </button>
+              <button
+                class="rounded p-1 text-surface-400 hover:text-surface-700 dark:hover:text-surface-200 disabled:opacity-30 disabled:cursor-not-allowed"
+                :disabled="ri === draft.length - 1"
+                title="Move down"
+                @click="moveRule(ri, 1)"
+              >
+                <ChevronDown class="size-4" />
+              </button>
+            </div>
+            <button
+              class="rounded p-1 text-surface-400 hover:text-danger-600 dark:hover:text-danger-400"
+              title="Delete rule"
+              @click="removeRule(ri)"
+            >
+              <Trash2 class="size-4" />
+            </button>
+          </div>
+
+          <!-- Conditions -->
+          <div class="px-4 py-3 space-y-2.5">
+            <div class="flex flex-wrap items-center gap-2 text-sm text-surface-500 dark:text-surface-400">
+              <span>Apply this rule when</span>
+              <select v-model="rule.matchType" :class="selectClass" class="py-1">
+                <option value="all">every condition below is met</option>
+                <option value="any">at least one condition below is met</option>
+              </select>
+            </div>
+
+            <div
+              v-for="(cond, ci) in rule.conditions"
+              :key="cond._key"
+              class="flex flex-wrap items-center gap-2 rounded-lg bg-surface-50 dark:bg-surface-800/50 p-2"
+            >
+              <!-- Question -->
+              <select
+                :value="cond.questionId"
+                :class="selectClass"
+                @change="cond.questionId = ($event.target as HTMLSelectElement).value; onQuestionChange(cond)"
+              >
+                <option v-if="isMissingQuestion(cond.questionId)" :value="cond.questionId">⚠ Deleted question</option>
+                <option v-for="q in questions" :key="q.id" :value="q.id">{{ q.label }}</option>
+              </select>
+
+              <!-- Operator -->
+              <select
+                v-model="cond.operator"
+                :class="selectClass"
+                @change="onOperatorChange(cond)"
+              >
+                <option v-for="op in operatorsFor(cond.questionId)" :key="op" :value="op">
+                  {{ OPERATOR_META[op].label }}
+                </option>
+              </select>
+
+              <!-- Value input -->
+              <template v-if="valueInputFor(cond) === 'text'">
+                <input v-model="cond.value" type="text" placeholder="value" :class="inputClass" class="flex-1" />
+              </template>
+              <template v-else-if="valueInputFor(cond) === 'number'">
+                <input v-model.number="cond.value" type="number" placeholder="0" :class="inputClass" class="w-28" />
+              </template>
+              <template v-else-if="valueInputFor(cond) === 'date'">
+                <input v-model="cond.value" type="date" :class="inputClass" />
+              </template>
+              <template v-else-if="valueInputFor(cond) === 'multiselect' || valueInputFor(cond) === 'select'">
+                <!-- Option chips when the question defines options -->
+                <div v-if="optionsFor(cond.questionId).length" class="flex flex-wrap items-center gap-1.5">
+                  <button
+                    v-for="opt in optionsFor(cond.questionId)"
+                    :key="opt"
+                    type="button"
+                    class="rounded-md px-2 py-1 text-xs font-medium ring-1 ring-inset transition-colors"
+                    :class="isOptionSelected(cond, opt)
+                      ? 'bg-brand-50 dark:bg-brand-950/50 text-brand-700 dark:text-brand-300 ring-brand-300 dark:ring-brand-700'
+                      : 'bg-white dark:bg-surface-900 text-surface-600 dark:text-surface-300 ring-surface-200 dark:ring-surface-700 hover:ring-surface-300'"
+                    @click="toggleOption(cond, opt)"
+                  >
+                    {{ opt }}
+                  </button>
+                </div>
+                <input
+                  v-else
+                  type="text"
+                  placeholder="comma,separated,values"
+                  :class="inputClass"
+                  class="flex-1"
+                  :value="Array.isArray(cond.value) ? cond.value.join(', ') : ''"
+                  @input="cond.value = ($event.target as HTMLInputElement).value.split(',').map(s => s.trim()).filter(Boolean)"
+                />
+              </template>
+
+              <button
+                class="ml-auto rounded p-1 text-surface-400 hover:text-danger-600 dark:hover:text-danger-400 shrink-0"
+                title="Remove condition"
+                @click="removeCondition(rule, ci)"
+              >
+                <Trash2 class="size-3.5" />
+              </button>
+            </div>
+
+            <button
+              class="inline-flex items-center gap-1 text-xs font-medium text-brand-600 dark:text-brand-400 hover:text-brand-700"
+              @click="addCondition(rule)"
+            >
+              <Plus class="size-3.5" /> Add condition
+            </button>
+
+            <!-- Missing-question warning -->
+            <div
+              v-if="rule.conditions.some(c => isMissingQuestion(c.questionId))"
+              class="flex items-center gap-1.5 text-xs text-warning-600 dark:text-warning-400"
+            >
+              <AlertTriangle class="size-3.5" />
+              This rule references a question that was deleted from the form.
+            </div>
+          </div>
+
+          <!-- Action -->
+          <div class="flex flex-wrap items-center gap-2 px-4 py-3 border-t border-surface-100 dark:border-surface-800 text-sm">
+            <span class="text-surface-500 dark:text-surface-400">Then set the applicant's status to</span>
+            <span class="font-semibold" :class="actionBadgeClass[rule.action]">→</span>
+            <select v-model="rule.action" :class="selectClass" class="font-semibold">
+              <option v-for="a in actionOptions" :key="a.value" :value="a.value">{{ a.label }}</option>
+            </select>
+          </div>
+        </div>
+
+        <button
+          class="inline-flex items-center gap-1.5 rounded-lg border border-surface-300 dark:border-surface-600 px-3.5 py-2 text-sm font-medium text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800 transition-colors"
+          @click="addRule"
+        >
+          <Plus class="size-4" /> Add rule
+        </button>
+      </div>
+
+      <!-- Sticky save bar -->
+      <div class="sticky bottom-0 z-10 mt-6 -mx-1 flex flex-wrap items-center gap-3 rounded-t-xl border-t border-surface-200 dark:border-surface-800 bg-white/90 dark:bg-surface-900/90 backdrop-blur px-4 py-3">
+        <p v-if="validationError" class="text-xs text-danger-600 dark:text-danger-400">{{ validationError }}</p>
+        <p v-else-if="isDirty" class="text-xs text-surface-500 dark:text-surface-400">You have unsaved changes.</p>
+        <p v-else class="text-xs text-success-600 dark:text-success-500">All changes saved.</p>
+
+        <div class="ml-auto flex items-center gap-2">
+          <button
+            v-if="!isDirty && serverRules.length > 0"
+            :disabled="running"
+            class="inline-flex items-center gap-1.5 rounded-lg border border-surface-300 dark:border-surface-600 px-3 py-1.5 text-sm font-medium text-surface-700 dark:text-surface-300 hover:bg-surface-50 dark:hover:bg-surface-800 transition-colors disabled:opacity-50"
+            title="Apply the saved rules to applicants already in New"
+            @click="emit('run')"
+          >
+            <PlayCircle class="size-4" />
+            {{ running ? 'Running…' : 'Run on existing applicants' }}
+          </button>
+          <button
+            :disabled="!isDirty || !!validationError || saving"
+            class="inline-flex items-center gap-1.5 rounded-lg bg-brand-600 px-4 py-1.5 text-sm font-semibold text-white hover:bg-brand-700 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
+            @click="handleSave"
+          >
+            {{ saving ? 'Saving…' : 'Save rules' }}
+          </button>
+        </div>
+      </div>
+    </template>
+  </div>
+</template>
diff --git a/app/composables/useApplicationRules.ts b/app/composables/useApplicationRules.ts
new file mode 100644
index 00000000..d0ac399e
--- /dev/null
+++ b/app/composables/useApplicationRules.ts
@@ -0,0 +1,55 @@
+import type { MaybeRefOrGetter } from 'vue'
+import type { ApplicationRuleInput } from '~~/shared/application-rules'
+
+export interface ApplicationRule extends ApplicationRuleInput {
+  id: string
+  jobId: string
+  displayOrder: number
+}
+
+/**
+ * Composable for managing a job's application automation rules.
+ * The builder edits a local draft and saves the whole set atomically (PUT).
+ */
+export function useApplicationRules(jobId: MaybeRefOrGetter<string>) {
+  const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+  const id = computed(() => toValue(jobId))
+
+  const { data, status, error, refresh } = useFetch(
+    () => `/api/jobs/${id.value}/rules`,
+    {
+      key: computed(() => `job-rules-${id.value}`),
+      headers: useRequestHeaders(['cookie']),
+      default: () => ({ rules: [] as ApplicationRule[] }),
+    },
+  )
+
+  const rules = computed(() => data.value?.rules ?? [])
+
+  /** Replace the entire rule set for the job. */
+  async function saveRules(payload: ApplicationRuleInput[]) {
+    try {
+      const res = await $fetch(`/api/jobs/${id.value}/rules`, {
+        method: 'PUT',
+        body: { rules: payload },
+      })
+      await refresh()
+      return res
+    } catch (err) {
+      handlePreviewReadOnlyError(err)
+      throw err
+    }
+  }
+
+  /** Retroactively apply the saved rules to existing `new` applicants. */
+  async function runRules() {
+    try {
+      return await $fetch(`/api/jobs/${id.value}/rules/run`, { method: 'POST' })
+    } catch (err) {
+      handlePreviewReadOnlyError(err)
+      throw err
+    }
+  }
+
+  return { rules, status, error, refresh, saveRules, runRules }
+}
diff --git a/app/composables/useTimeline.ts b/app/composables/useTimeline.ts
index 42353e50..bebe5549 100644
--- a/app/composables/useTimeline.ts
+++ b/app/composables/useTimeline.ts
@@ -10,7 +10,7 @@ export interface TimelineItem {
   resourceId: string
   metadata: Record<string, unknown> | null
   createdAt: string
-  actorId: string
+  actorId: string | null
   actorName: string | null
   actorEmail: string | null
   actorImage: string | null
diff --git a/app/pages/dashboard/jobs/[id]/index.vue b/app/pages/dashboard/jobs/[id]/index.vue
index 060a8079..ced638ca 100644
--- a/app/pages/dashboard/jobs/[id]/index.vue
+++ b/app/pages/dashboard/jobs/[id]/index.vue
@@ -7,7 +7,7 @@ import {
   CheckCircle2, XCircle, AlertTriangle, ArrowUpDown, ListFilter,
   Maximize2, Minimize2, Brain, History, SlidersHorizontal,
   ChevronLeft, ChevronRight, UnfoldHorizontal, FoldHorizontal,
-  StickyNote, MoreHorizontal, Inbox,
+  StickyNote, MoreHorizontal, Inbox, Zap,
 } from 'lucide-vue-next'
 import type { Component } from 'vue'
 import type { Interview, InterviewMutationResult } from '~/composables/useInterviews'
@@ -411,6 +411,7 @@ type SwipeApplicationDetail = {
   score: number | null
   notes: string | null
   coverLetterText: string | null
+  autoRule: { ruleId: string; ruleName: string; action: string; matchedQuestionIds: string[] } | null
   createdAt: string | Date
   updatedAt: string | Date
   candidate: {
@@ -451,6 +452,14 @@ const {
 // the very first load is this null.
 const resolvedCurrentApplication = computed(() => currentApplication.value ?? null)
 
+// The automation rule (if any) that auto-set this application's status on
+// submit, plus a lookup of which responses triggered it — drives the "Auto"
+// status badge and the per-response trigger badges.
+const autoRule = computed(() => resolvedCurrentApplication.value?.autoRule ?? null)
+function isRuleTriggerQuestion(questionId: string | undefined): boolean {
+  return !!questionId && !!autoRule.value?.matchedQuestionIds?.includes(questionId)
+}
+
 // True while what we're showing no longer belongs to the selected candidate,
 // i.e. a fetch for the newly selected candidate is still in flight.
 const isDetailStale = computed(() =>
@@ -1815,6 +1824,14 @@ function closeDocPreview() {
                         >
                           {{ currentSummary.status }}
                         </span>
+                        <span
+                          v-if="resolvedCurrentApplication?.autoRule"
+                          class="inline-flex shrink-0 items-center gap-1 rounded-md bg-brand-50 px-1.5 py-0.5 text-[10px] font-medium text-brand-600 ring-1 ring-inset ring-brand-200 dark:bg-brand-950/50 dark:text-brand-400 dark:ring-brand-800"
+                          :title="`Status set automatically by rule “${resolvedCurrentApplication.autoRule.ruleName}”`"
+                        >
+                          <Zap class="size-2.5" />
+                          Auto
+                        </span>
                         <span
                           v-if="currentSummary.score != null"
                           class="inline-flex shrink-0 items-center rounded-md px-2 py-0.5 text-[11px] font-semibold ring-1 ring-inset"
@@ -2100,7 +2117,11 @@ function closeDocPreview() {
               </div>
 
               <!-- AI SCORE BREAKDOWN -->
-              <div v-if="showSection.aiAnalysis" class="mx-auto" :class="[detailWidthClass, detailTab === 'overview' ? 'mt-5' : '']">
+              <div v-if="showSection.aiAnalysis" class="space-y-3 mx-auto" :class="[detailWidthClass, detailTab === 'overview' ? 'mt-6' : '']">
+                <h2 class="text-sm font-semibold text-surface-800 dark:text-surface-200 flex items-center gap-2 mb-3">
+                  <Brain class="size-4 text-surface-400 dark:text-surface-500" />
+                  AI Analysis
+                </h2>
                 <ScoreBreakdown
                   v-if="currentSummary"
                   :application-id="currentSummary.id"
@@ -2499,10 +2520,21 @@ function closeDocPreview() {
                       v-for="response in resolvedCurrentApplication.responses"
                       :key="response.id"
                       class="px-4 py-3"
+                      :class="isRuleTriggerQuestion(response.question?.id) ? 'bg-brand-50/40 dark:bg-brand-950/20' : ''"
                     >
-                      <p class="text-[11px] font-semibold text-surface-400 dark:text-surface-500 uppercase tracking-wider mb-1">
-                        {{ response.question?.label ?? 'Unknown question' }}
-                      </p>
+                      <div class="flex flex-wrap items-center gap-2 mb-1">
+                        <p class="text-[11px] font-semibold text-surface-400 dark:text-surface-500 uppercase tracking-wider">
+                          {{ response.question?.label ?? 'Unknown question' }}
+                        </p>
+                        <span
+                          v-if="isRuleTriggerQuestion(response.question?.id)"
+                          class="inline-flex shrink-0 items-center gap-1 rounded-md bg-brand-50 px-1.5 py-0.5 text-[10px] font-medium normal-case tracking-normal text-brand-600 ring-1 ring-inset ring-brand-200 dark:bg-brand-950/50 dark:text-brand-400 dark:ring-brand-800"
+                          :title="`This answer triggered the automation rule “${autoRule?.ruleName}”`"
+                        >
+                          <Zap class="size-2.5" />
+                          Triggered “{{ autoRule?.ruleName }}”
+                        </span>
+                      </div>
                       <p class="text-sm text-surface-700 dark:text-surface-200 leading-relaxed">
                         {{ formatResponseValue(response.value) }}
                       </p>
@@ -2523,14 +2555,12 @@ function closeDocPreview() {
               </div>
 
               <!-- PROPERTIES SECTION -->
-              <div v-if="showSection.properties && resolvedCurrentApplication" class="mx-auto" :class="[detailWidthClass, detailTab === 'overview' ? 'mt-6' : '']">
+              <div v-if="showSection.properties && resolvedCurrentApplication" class="space-y-3 mx-auto" :class="[detailWidthClass, detailTab === 'overview' ? 'mt-6' : '']">
+                <h2 class="text-sm font-semibold text-surface-800 dark:text-surface-200 flex items-center gap-2 mb-3">
+                  <SlidersHorizontal class="size-4 text-surface-400 dark:text-surface-500" />
+                  Properties
+                </h2>
                 <div class="rounded-xl border border-surface-200/80 bg-white p-4 shadow-sm shadow-surface-900/[0.03] dark:border-surface-800/60 dark:bg-surface-900 dark:shadow-none">
-                  <div class="flex items-center gap-2.5 mb-4">
-                    <div class="flex size-7 items-center justify-center rounded-lg bg-brand-50 dark:bg-brand-950/40">
-                      <SlidersHorizontal class="size-3.5 text-brand-600 dark:text-brand-400" />
-                    </div>
-                    <h3 class="text-sm font-semibold text-surface-800 dark:text-surface-200">Properties</h3>
-                  </div>
                   <PropertyBlock
                     entity-type="application"
                     :entity-id="resolvedCurrentApplication.id"
diff --git a/app/pages/dashboard/jobs/[id]/rules.vue b/app/pages/dashboard/jobs/[id]/rules.vue
new file mode 100644
index 00000000..2fb0ca37
--- /dev/null
+++ b/app/pages/dashboard/jobs/[id]/rules.vue
@@ -0,0 +1,94 @@
+<script setup lang="ts">
+import type { ApplicationRuleInput, QuestionType } from '~~/shared/application-rules'
+
+definePageMeta({
+  layout: 'dashboard',
+  middleware: ['auth', 'require-org'],
+})
+
+const route = useRoute()
+const jobId = route.params.id as string
+const toast = useToast()
+const { handlePreviewReadOnlyError } = usePreviewReadOnly()
+
+const { job } = useJob(jobId)
+const { questions } = useJobQuestions(jobId)
+const { rules, status, error, saveRules, runRules } = useApplicationRules(jobId)
+
+useSeoMeta({
+  title: computed(() =>
+    job.value ? `Automation Rules — ${job.value.title} — Reqcore` : 'Automation Rules — Reqcore',
+  ),
+})
+
+const builderQuestions = computed(() =>
+  (questions.value ?? []).map((q: any) => ({
+    id: q.id,
+    label: q.label,
+    type: q.type as QuestionType,
+    options: q.options ?? null,
+  })),
+)
+
+const saving = ref(false)
+const running = ref(false)
+
+async function onSave(payload: ApplicationRuleInput[]) {
+  saving.value = true
+  try {
+    await saveRules(payload)
+    toast.success('Rules saved', 'New applicants will be categorized automatically.')
+  } catch (err: any) {
+    if (handlePreviewReadOnlyError(err)) return
+    toast.error('Failed to save rules', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
+  } finally {
+    saving.value = false
+  }
+}
+
+async function onRun() {
+  running.value = true
+  try {
+    const res = await runRules()
+    if (res.matched === 0) {
+      toast.info('No matches', `Checked ${res.evaluated} applicant${res.evaluated === 1 ? '' : 's'} — none matched your rules.`)
+    } else {
+      const parts = Object.entries(res.byAction).map(([action, n]) => `${n} → ${action}`)
+      toast.success(`${res.matched} applicant${res.matched === 1 ? '' : 's'} updated`, parts.join(', '))
+      refreshNuxtData(`pipeline-apps-${jobId}`)
+    }
+  } catch (err: any) {
+    if (handlePreviewReadOnlyError(err)) return
+    toast.error('Failed to run rules', { message: err.data?.statusMessage, statusCode: err.data?.statusCode })
+  } finally {
+    running.value = false
+  }
+}
+</script>
+
+<template>
+  <div class="mx-auto max-w-4xl">
+    <JobSubNavActions :job-id="jobId" />
+
+    <div v-if="status === 'pending'" class="text-center py-12 text-surface-400">
+      Loading…
+    </div>
+
+    <div
+      v-else-if="error"
+      class="rounded-lg border border-danger-200 dark:border-danger-800 bg-danger-50 dark:bg-danger-950 p-4 text-sm text-danger-700 dark:text-danger-400"
+    >
+      Failed to load automation rules.
+    </div>
+
+    <ApplicationRulesBuilder
+      v-else
+      :questions="builderQuestions"
+      :server-rules="rules"
+      :saving="saving"
+      :running="running"
+      @save="onSave"
+      @run="onRun"
+    />
+  </div>
+</template>
diff --git a/server/api/activity-log/candidate-timeline.get.ts b/server/api/activity-log/candidate-timeline.get.ts
index 870fa728..a479379a 100644
--- a/server/api/activity-log/candidate-timeline.get.ts
+++ b/server/api/activity-log/candidate-timeline.get.ts
@@ -58,7 +58,8 @@ export default defineEventHandler(async (event) => {
       actorImage: user.image,
     })
     .from(activityLog)
-    .innerJoin(user, eq(user.id, activityLog.actorId))
+    // Left join: system-actor entries (null actorId) still appear in the timeline.
+    .leftJoin(user, eq(user.id, activityLog.actorId))
     .where(and(
       eq(activityLog.organizationId, orgId),
       or(...resourceConditions),
diff --git a/server/api/activity-log/timeline.get.ts b/server/api/activity-log/timeline.get.ts
index 6b149ffd..572e4ea5 100644
--- a/server/api/activity-log/timeline.get.ts
+++ b/server/api/activity-log/timeline.get.ts
@@ -62,7 +62,8 @@ export default defineEventHandler(async (event) => {
       actorImage: user.image,
     })
     .from(activityLog)
-    .innerJoin(user, eq(user.id, activityLog.actorId))
+    // Left join: system-actor entries (null actorId) still appear in the timeline.
+    .leftJoin(user, eq(user.id, activityLog.actorId))
     .where(where)
     .orderBy(desc(activityLog.createdAt))
     .limit(query.limit + 1) // fetch one extra to know if there's more
diff --git a/server/api/jobs/[id]/rules/index.get.ts b/server/api/jobs/[id]/rules/index.get.ts
new file mode 100644
index 00000000..5cb62205
--- /dev/null
+++ b/server/api/jobs/[id]/rules/index.get.ts
@@ -0,0 +1,32 @@
+import { eq, and, asc } from 'drizzle-orm'
+import { applicationRule, job } from '../../../../database/schema'
+import { ruleJobIdParamSchema } from '../../../../utils/schemas/applicationRule'
+
+/**
+ * GET /api/jobs/:id/rules
+ * List all automation rules for a job, ordered by displayOrder.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { job: ['read'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, ruleJobIdParamSchema.parse)
+
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  const rules = await db
+    .select()
+    .from(applicationRule)
+    .where(and(
+      eq(applicationRule.jobId, jobId),
+      eq(applicationRule.organizationId, orgId),
+    ))
+    .orderBy(asc(applicationRule.displayOrder))
+
+  return { rules }
+})
diff --git a/server/api/jobs/[id]/rules/index.put.ts b/server/api/jobs/[id]/rules/index.put.ts
new file mode 100644
index 00000000..7adbc9e6
--- /dev/null
+++ b/server/api/jobs/[id]/rules/index.put.ts
@@ -0,0 +1,71 @@
+import { eq, and, asc } from 'drizzle-orm'
+import { applicationRule, job } from '../../../../database/schema'
+import { bulkRulesSchema, ruleJobIdParamSchema } from '../../../../utils/schemas/applicationRule'
+
+/**
+ * PUT /api/jobs/:id/rules
+ * Replace the full automation-rule set for a job (atomic save from the builder).
+ * displayOrder is derived from array position.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { job: ['update'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, ruleJobIdParamSchema.parse)
+  const body = await readValidatedBody(event, bulkRulesSchema.parse)
+
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  const saved = await db.transaction(async (tx) => {
+    await tx.delete(applicationRule)
+      .where(and(
+        eq(applicationRule.jobId, jobId),
+        eq(applicationRule.organizationId, orgId),
+      ))
+
+    if (body.rules.length === 0) return []
+
+    return tx.insert(applicationRule)
+      .values(body.rules.map((r, index) => ({
+        organizationId: orgId,
+        jobId,
+        name: r.name,
+        matchType: r.matchType,
+        action: r.action,
+        enabled: r.enabled,
+        conditions: r.conditions,
+        displayOrder: index,
+      })))
+      .returning()
+  })
+
+  recordActivity({
+    organizationId: orgId,
+    actorId: session.user.id,
+    action: 'updated',
+    resourceType: 'applicationRules',
+    resourceId: jobId,
+    metadata: { count: saved.length },
+  })
+
+  logApiRequest(event, session, 'application_rules.saved', {
+    job_id: jobId,
+    rule_count: saved.length,
+  })
+
+  const rules = await db
+    .select()
+    .from(applicationRule)
+    .where(and(
+      eq(applicationRule.jobId, jobId),
+      eq(applicationRule.organizationId, orgId),
+    ))
+    .orderBy(asc(applicationRule.displayOrder))
+
+  return { rules }
+})
diff --git a/server/api/jobs/[id]/rules/run.post.ts b/server/api/jobs/[id]/rules/run.post.ts
new file mode 100644
index 00000000..716e2ebf
--- /dev/null
+++ b/server/api/jobs/[id]/rules/run.post.ts
@@ -0,0 +1,34 @@
+import { eq, and } from 'drizzle-orm'
+import { job } from '../../../../database/schema'
+import { ruleJobIdParamSchema } from '../../../../utils/schemas/applicationRule'
+import { applyRulesToNewJobApplications } from '../../../../utils/rules/applyRules'
+
+/**
+ * POST /api/jobs/:id/rules/run
+ * Retroactively evaluate the current rule set against every application still in
+ * `new` for this job. Useful right after editing rules to catch applicants who
+ * came in before the rule existed. Only `new` applications are touched.
+ */
+export default defineEventHandler(async (event) => {
+  const session = await requirePermission(event, { application: ['update'] })
+  const orgId = session.session.activeOrganizationId
+  const { id: jobId } = await getValidatedRouterParams(event, ruleJobIdParamSchema.parse)
+
+  const jobRecord = await db.query.job.findFirst({
+    where: and(eq(job.id, jobId), eq(job.organizationId, orgId)),
+    columns: { id: true },
+  })
+  if (!jobRecord) {
+    throw createError({ statusCode: 404, statusMessage: 'Job not found' })
+  }
+
+  const result = await applyRulesToNewJobApplications(jobId, orgId)
+
+  logApiRequest(event, session, 'application_rules.run', {
+    job_id: jobId,
+    evaluated: result.evaluated,
+    matched: result.matched,
+  })
+
+  return result
+})
diff --git a/server/api/public/jobs/[slug]/apply.post.ts b/server/api/public/jobs/[slug]/apply.post.ts
index 6787c5ff..34231d3f 100644
--- a/server/api/public/jobs/[slug]/apply.post.ts
+++ b/server/api/public/jobs/[slug]/apply.post.ts
@@ -14,6 +14,7 @@ import {
 } from '../../../../utils/schemas/document'
 import { restoreCandidateForPublicApplication } from '../../../../utils/candidate-retention'
 import { enqueueNotification } from '../../../../utils/notifications/enqueue'
+import { applyRulesToApplication } from '../../../../utils/rules/applyRules'
 
 /** Rate limit: max 5 applications per IP per 15 minutes */
 const applyRateLimit = createRateLimiter({
@@ -659,10 +660,27 @@ export default defineEventHandler(async (event) => {
   }
 
   // ─────────────────────────────────────────────
-  // 12. Fire-and-forget auto AI scoring if enabled
+  // 12. Apply automation rules (auto-categorize / disqualify)
   // ─────────────────────────────────────────────
+  //
+  // Runs inline (fast, in-memory comparison) so the recruiter sees the
+  // categorized status immediately. Must run AFTER all responses — including
+  // file uploads stored in steps 10–11 — so file-based conditions see them.
+  // Never throws: applyRulesToApplication swallows its own errors.
 
-  if (existingJob.autoScoreOnApply && newApplication) {
+  let ruleMatch: Awaited<ReturnType<typeof applyRulesToApplication>> = null
+  if (newApplication) {
+    ruleMatch = await applyRulesToApplication(newApplication.id, orgId)
+  }
+
+  // ─────────────────────────────────────────────
+  // 13. Fire-and-forget auto AI scoring if enabled
+  // ─────────────────────────────────────────────
+  //
+  // Skip scoring when a rule already disqualified the applicant — no point
+  // spending AI budget on a rejected candidate.
+
+  if (existingJob.autoScoreOnApply && newApplication && ruleMatch?.action !== 'rejected') {
     autoScoreApplication(newApplication.id, orgId).catch((err) => {
       logError('application.auto_score_failed', {
         application_id: newApplication.id,
@@ -690,6 +708,7 @@ export default defineEventHandler(async (event) => {
     file_count: uploadedFiles.size,
     auto_score_enabled: !!existingJob.autoScoreOnApply,
     is_returning_candidate: !!existingCandidate,
+    auto_rule_action: ruleMatch?.action ?? null,
   })
 
   setResponseStatus(event, 201)
diff --git a/server/database/migrations/0051_marvelous_molly_hayes.sql b/server/database/migrations/0051_marvelous_molly_hayes.sql
new file mode 100644
index 00000000..f8a937d3
--- /dev/null
+++ b/server/database/migrations/0051_marvelous_molly_hayes.sql
@@ -0,0 +1,20 @@
+CREATE TYPE "public"."rule_action" AS ENUM('rejected', 'screening', 'interview');--> statement-breakpoint
+CREATE TYPE "public"."rule_match_type" AS ENUM('all', 'any');--> statement-breakpoint
+CREATE TABLE "application_rule" (
+	"id" text PRIMARY KEY NOT NULL,
+	"organization_id" text NOT NULL,
+	"job_id" text NOT NULL,
+	"name" text NOT NULL,
+	"match_type" "rule_match_type" DEFAULT 'all' NOT NULL,
+	"action" "rule_action" DEFAULT 'rejected' NOT NULL,
+	"enabled" boolean DEFAULT true NOT NULL,
+	"conditions" jsonb DEFAULT '[]'::jsonb NOT NULL,
+	"display_order" integer DEFAULT 0 NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+ALTER TABLE "application_rule" ADD CONSTRAINT "application_rule_organization_id_organization_id_fk" FOREIGN KEY ("organization_id") REFERENCES "public"."organization"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "application_rule" ADD CONSTRAINT "application_rule_job_id_job_id_fk" FOREIGN KEY ("job_id") REFERENCES "public"."job"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+CREATE INDEX "application_rule_organization_id_idx" ON "application_rule" USING btree ("organization_id");--> statement-breakpoint
+CREATE INDEX "application_rule_job_id_idx" ON "application_rule" USING btree ("job_id");
\ No newline at end of file
diff --git a/server/database/migrations/0052_application_auto_rule.sql b/server/database/migrations/0052_application_auto_rule.sql
new file mode 100644
index 00000000..fb3f3018
--- /dev/null
+++ b/server/database/migrations/0052_application_auto_rule.sql
@@ -0,0 +1 @@
+ALTER TABLE "application" ADD COLUMN "auto_rule" jsonb;
\ No newline at end of file
diff --git a/server/database/migrations/0053_glorious_jigsaw.sql b/server/database/migrations/0053_glorious_jigsaw.sql
new file mode 100644
index 00000000..492506fb
--- /dev/null
+++ b/server/database/migrations/0053_glorious_jigsaw.sql
@@ -0,0 +1 @@
+ALTER TABLE "activity_log" ALTER COLUMN "actor_id" DROP NOT NULL;
\ No newline at end of file
diff --git a/server/database/migrations/meta/0051_snapshot.json b/server/database/migrations/meta/0051_snapshot.json
new file mode 100644
index 00000000..88833eb1
--- /dev/null
+++ b/server/database/migrations/meta/0051_snapshot.json
@@ -0,0 +1,8012 @@
+{
+  "id": "716ea038-28a3-49c9-ae2a-a3923788b441",
+  "prevId": "36f987fc-91b3-4096-b47a-cc242da5b1f9",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
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+          "default": "now()"
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+      "checkConstraints": {},
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+    },
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+          "tableTo": "organization",
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+          "default": "'member'"
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+        },
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+          "type": "timestamp",
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+        },
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+          "default": "now()"
+        },
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+          "default": "now()"
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+        }
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+          ]
+        }
+      },
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+      "isRLSEnabled": false
+    },
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+      "name": "subscription",
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+      "columns": {
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+        },
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+        },
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+        },
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+        },
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+        },
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+        },
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+          "name": "trial_start",
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+        },
+        "trial_end": {
+          "name": "trial_end",
+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "cancel_at_period_end",
+          "type": "boolean",
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+          "default": false
+        },
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+          "name": "cancel_at",
+          "type": "timestamp",
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+        },
+        "canceled_at": {
+          "name": "canceled_at",
+          "type": "timestamp",
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+          "notNull": false
+        },
+        "ended_at": {
+          "name": "ended_at",
+          "type": "timestamp",
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+        },
+        "seats": {
+          "name": "seats",
+          "type": "integer",
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+        },
+        "billing_interval": {
+          "name": "billing_interval",
+          "type": "text",
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+          "notNull": false
+        },
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+        }
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+        }
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+    },
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+          "name": "id",
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+        },
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+        },
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+        },
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+          "name": "email_verified",
+          "type": "boolean",
+          "primaryKey": false,
+          "notNull": true,
+          "default": false
+        },
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+        },
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+        },
+        "created_at": {
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+          "default": "now()"
+        },
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+          "default": "now()"
+        }
+      },
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+          "columns": [
+            "email"
+          ]
+        }
+      },
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+          "name": "id",
+          "type": "text",
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+        },
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+        },
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+        },
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+        },
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+          "default": "now()"
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+          "default": "now()"
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+      },
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+              "nulls": "last"
+            }
+          ],
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+        }
+      },
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+    },
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+      "name": "activity_log",
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+      "columns": {
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+          "name": "id",
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+        },
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+        },
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+        },
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+          "type": "activity_action",
+          "typeSchema": "public",
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+          "notNull": true
+        },
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+          "name": "resource_type",
+          "type": "text",
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+          "notNull": true
+        },
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+          "notNull": true
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "jsonb",
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+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_message_interview_id_idx": {
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+              "expression": "interview_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "created_at",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        "candidate_message_provider_id_idx": {
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+              "expression": "provider_message_id",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+              "expression": "internet_message_id",
+              "isExpression": false,
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+              "nulls": "last"
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+              "nulls": "last"
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+            "provider_attachment_id"
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+      "isRLSEnabled": false
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+    "public.candidate_message_webhook_event": {
+      "name": "candidate_message_webhook_event",
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+          "default": "now()"
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+          "default": "now()"
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+          "default": "now()"
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+          "name": "id",
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+          "name": "icon",
+          "type": "text",
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+          "name": "temperature",
+          "type": "numeric(3, 2)",
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+          "name": "is_default",
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+          "default": "now()"
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+          "notNull": true,
+          "default": "now()"
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+          "where": "\"chatbot_agent\".\"is_default\" = true",
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+      },
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+      "checkConstraints": {},
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+    },
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+          "name": "id",
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+        },
+        "ai_config_id": {
+          "name": "ai_config_id",
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+          "primaryKey": false,
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+        },
+        "title": {
+          "name": "title",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'New chat'"
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+          "name": "scope",
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+          "notNull": true
+        },
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+          "name": "thinking",
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+          "default": false
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+          "name": "pinned",
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+          "notNull": true,
+          "default": false
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+        "last_message_preview": {
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+          "notNull": false
+        },
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+          "name": "last_message_at",
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+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
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+      },
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+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
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+        },
+        "chatbot_conversation_folder_idx": {
+          "name": "chatbot_conversation_folder_idx",
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+              "expression": "folder_id",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "chatbot_conversation_last_message_at_idx": {
+          "name": "chatbot_conversation_last_message_at_idx",
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+              "expression": "user_id",
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+            {
+              "expression": "last_message_at",
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+              "asc": true,
+              "nulls": "last"
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+          ],
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+        }
+      },
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+          "tableTo": "organization",
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+            "organization_id"
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+            "id"
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+        "chatbot_conversation_user_id_user_id_fk": {
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+          "default": "'member'"
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+        },
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+        },
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+    },
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+      "name": "criterion_category",
+      "schema": "public",
+      "values": [
+        "technical",
+        "experience",
+        "soft_skills",
+        "education",
+        "culture",
+        "custom"
+      ]
+    },
+    "public.date_format": {
+      "name": "date_format",
+      "schema": "public",
+      "values": [
+        "mdy",
+        "dmy",
+        "ymd"
+      ]
+    },
+    "public.document_type": {
+      "name": "document_type",
+      "schema": "public",
+      "values": [
+        "resume",
+        "cover_letter",
+        "other"
+      ]
+    },
+    "public.email_suppression_reason": {
+      "name": "email_suppression_reason",
+      "schema": "public",
+      "values": [
+        "bounce",
+        "complaint"
+      ]
+    },
+    "public.experience_level": {
+      "name": "experience_level",
+      "schema": "public",
+      "values": [
+        "junior",
+        "mid",
+        "senior",
+        "lead"
+      ]
+    },
+    "public.gender": {
+      "name": "gender",
+      "schema": "public",
+      "values": [
+        "male",
+        "female",
+        "other",
+        "prefer_not_to_say"
+      ]
+    },
+    "public.import_job_status": {
+      "name": "import_job_status",
+      "schema": "public",
+      "values": [
+        "processing",
+        "previewing",
+        "committing",
+        "completed",
+        "failed"
+      ]
+    },
+    "public.import_row_status": {
+      "name": "import_row_status",
+      "schema": "public",
+      "values": [
+        "ready",
+        "duplicate",
+        "duplicate_in_file",
+        "error",
+        "committed",
+        "skipped"
+      ]
+    },
+    "public.import_source": {
+      "name": "import_source",
+      "schema": "public",
+      "values": [
+        "csv",
+        "xlsx",
+        "resume_zip"
+      ]
+    },
+    "public.interview_status": {
+      "name": "interview_status",
+      "schema": "public",
+      "values": [
+        "scheduled",
+        "completed",
+        "cancelled",
+        "no_show"
+      ]
+    },
+    "public.interview_type": {
+      "name": "interview_type",
+      "schema": "public",
+      "values": [
+        "phone",
+        "video",
+        "in_person",
+        "panel",
+        "technical",
+        "take_home"
+      ]
+    },
+    "public.job_status": {
+      "name": "job_status",
+      "schema": "public",
+      "values": [
+        "draft",
+        "open",
+        "closed",
+        "archived"
+      ]
+    },
+    "public.job_type": {
+      "name": "job_type",
+      "schema": "public",
+      "values": [
+        "full_time",
+        "part_time",
+        "contract",
+        "internship"
+      ]
+    },
+    "public.join_request_status": {
+      "name": "join_request_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "approved",
+        "rejected"
+      ]
+    },
+    "public.name_display_format": {
+      "name": "name_display_format",
+      "schema": "public",
+      "values": [
+        "first_last",
+        "last_first"
+      ]
+    },
+    "public.notification_cadence": {
+      "name": "notification_cadence",
+      "schema": "public",
+      "values": [
+        "instant",
+        "digest"
+      ]
+    },
+    "public.notification_channel_mode": {
+      "name": "notification_channel_mode",
+      "schema": "public",
+      "values": [
+        "instant",
+        "digest",
+        "off"
+      ]
+    },
+    "public.notification_outbox_status": {
+      "name": "notification_outbox_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "sent",
+        "skipped",
+        "dead"
+      ]
+    },
+    "public.notification_type": {
+      "name": "notification_type",
+      "schema": "public",
+      "values": [
+        "candidate_replied",
+        "application_created",
+        "interview_response"
+      ]
+    },
+    "public.property_entity_type": {
+      "name": "property_entity_type",
+      "schema": "public",
+      "values": [
+        "candidate",
+        "application"
+      ]
+    },
+    "public.property_type": {
+      "name": "property_type",
+      "schema": "public",
+      "values": [
+        "text",
+        "long_text",
+        "number",
+        "select",
+        "multi_select",
+        "date",
+        "checkbox",
+        "url",
+        "email",
+        "person",
+        "file"
+      ]
+    },
+    "public.question_type": {
+      "name": "question_type",
+      "schema": "public",
+      "values": [
+        "short_text",
+        "long_text",
+        "single_select",
+        "multi_select",
+        "number",
+        "date",
+        "url",
+        "checkbox",
+        "file_upload"
+      ]
+    },
+    "public.retention_audit_action": {
+      "name": "retention_audit_action",
+      "schema": "public",
+      "values": [
+        "quarantined",
+        "restored",
+        "erased",
+        "exempted",
+        "unexempted",
+        "exported"
+      ]
+    },
+    "public.rule_action": {
+      "name": "rule_action",
+      "schema": "public",
+      "values": [
+        "rejected",
+        "screening",
+        "interview"
+      ]
+    },
+    "public.rule_match_type": {
+      "name": "rule_match_type",
+      "schema": "public",
+      "values": [
+        "all",
+        "any"
+      ]
+    },
+    "public.source_channel": {
+      "name": "source_channel",
+      "schema": "public",
+      "values": [
+        "linkedin",
+        "indeed",
+        "glassdoor",
+        "ziprecruiter",
+        "monster",
+        "handshake",
+        "angellist",
+        "wellfound",
+        "dice",
+        "stackoverflow",
+        "weworkremotely",
+        "remoteok",
+        "builtin",
+        "hired",
+        "lever",
+        "greenhouse_board",
+        "google_jobs",
+        "facebook",
+        "twitter",
+        "instagram",
+        "tiktok",
+        "reddit",
+        "referral",
+        "career_site",
+        "email",
+        "event",
+        "agency",
+        "direct",
+        "other",
+        "custom"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/database/migrations/meta/0052_snapshot.json b/server/database/migrations/meta/0052_snapshot.json
new file mode 100644
index 00000000..461efa65
--- /dev/null
+++ b/server/database/migrations/meta/0052_snapshot.json
@@ -0,0 +1,8018 @@
+{
+  "id": "4d7cb462-bca2-40d1-9dba-7a9c27ded8ce",
+  "prevId": "716ea038-28a3-49c9-ae2a-a3923788b441",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation": {
+      "name": "invitation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "inviter_id": {
+          "name": "inviter_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_organization_id_idx": {
+          "name": "invitation_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_email_idx": {
+          "name": "invitation_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "invitation_inviter_id_user_id_fk": {
+          "name": "invitation_inviter_id_user_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "user",
+          "columnsFrom": [
+            "inviter_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "invitation_organization_id_organization_id_fk": {
+          "name": "invitation_organization_id_organization_id_fk",
+          "tableFrom": "invitation",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.member": {
+      "name": "member",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'member'"
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "member_user_id_idx": {
+          "name": "member_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_organization_id_idx": {
+          "name": "member_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "member_user_org_unique_idx": {
+          "name": "member_user_org_unique_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "member_user_id_user_id_fk": {
+          "name": "member_user_id_user_id_fk",
+          "tableFrom": "member",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "member_organization_id_organization_id_fk": {
+          "name": "member_organization_id_organization_id_fk",
+          "tableFrom": "member",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.organization": {
+      "name": "organization",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "slug": {
+          "name": "slug",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "logo": {
+          "name": "logo",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "metadata": {
+          "name": "metadata",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "stripe_customer_id": {
+          "name": "stripe_customer_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "organization_slug_unique": {
+          "name": "organization_slug_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "slug"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.rate_limit": {
+      "name": "rate_limit",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "key": {
+          "name": "key",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "count": {
+          "name": "count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "last_request": {
+          "name": "last_request",
+          "type": "bigint",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {
+        "rate_limit_key_idx": {
+          "name": "rate_limit_key_idx",
+          "columns": [
+            {
+              "expression": "key",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.session": {
+      "name": "session",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "token": {
+          "name": "token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "ip_address": {
+          "name": "ip_address",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_agent": {
+          "name": "user_agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "active_organization_id": {
+          "name": "active_organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "session_user_id_idx": {
+          "name": "session_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "session_user_id_user_id_fk": {
+          "name": "session_user_id_user_id_fk",
+          "tableFrom": "session",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
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+          "method": "btree",
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+        },
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+          "default": "now()"
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+          "default": "now()"
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+    },
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+        },
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+        },
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+        },
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+          "default": "now()"
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+          "default": "now()"
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+        },
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+              "expression": "organization_id",
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+            },
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+        },
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+            "organization_id"
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+    },
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+          "name": "id",
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+          "type": "text",
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+          "name": "reply_token",
+          "type": "text",
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+        },
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+          "name": "unread_count",
+          "type": "integer",
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+          "notNull": true,
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+        },
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+          "name": "last_message_at",
+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "created_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+              "nulls": "last"
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+              "nulls": "last"
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+          "method": "btree",
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+        },
+        "candidate_conversation_reply_token_idx": {
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+              "expression": "reply_token",
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+        "candidate_conversation_last_message_at_idx": {
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+              "expression": "organization_id",
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+            "organization_id"
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+          "tableFrom": "candidate_conversation",
+          "tableTo": "application",
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+            "id"
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+          "default": "'message'"
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+          "type": "text",
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+          "notNull": true,
+          "default": "'not_applicable'"
+        },
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+        },
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+          "type": "text",
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+        },
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+          "type": "timestamp",
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+          "name": "delivered_at",
+          "type": "timestamp",
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+          "name": "failed_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
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+          "default": "now()"
+        }
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+              "expression": "conversation_id",
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+              "asc": true,
+              "nulls": "last"
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+            {
+              "expression": "created_at",
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+              "expression": "interview_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
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+              "asc": true,
+              "nulls": "last"
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+          ],
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+          "concurrently": false,
+          "method": "btree",
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+        },
+        "candidate_message_provider_id_idx": {
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+              "expression": "provider_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
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+              "expression": "internet_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
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+          "onUpdate": "no action"
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+          "tableFrom": "candidate_message",
+          "tableTo": "user",
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+          ],
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+    },
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+        },
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+        },
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+          "type": "integer",
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+        },
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+        },
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+          "default": "now()"
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+              "nulls": "last"
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+        },
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+              "nulls": "last"
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+        }
+      },
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+          "tableTo": "candidate_message",
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+          ],
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+          ]
+        },
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+          "columns": [
+            "provider_attachment_id"
+          ]
+        }
+      },
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "name": "candidate_message_webhook_event",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
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+        },
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+          "notNull": false
+        },
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+          "name": "occurred_at",
+          "type": "timestamp",
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+        },
+        "processed_at": {
+          "name": "processed_at",
+          "type": "timestamp",
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+        },
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+        },
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+          "default": "now()"
+        }
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+        }
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+      "checkConstraints": {},
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+    },
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+      "name": "career_page",
+      "schema": "",
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+          "name": "id",
+          "type": "text",
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+        },
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+        },
+        "slug": {
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+          "type": "text",
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+        },
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+          "name": "enabled",
+          "type": "boolean",
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+          "default": true
+        },
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+        },
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+          "type": "text",
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+        },
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+          "type": "text",
+          "primaryKey": false,
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+        },
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+          "name": "logo_storage_key",
+          "type": "text",
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+          "notNull": false
+        },
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+          "name": "banner_storage_key",
+          "type": "text",
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+        },
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+          "default": 50
+        },
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+          "default": "now()"
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+          "default": "now()"
+        }
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+          "name": "career_page_slug_idx",
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+          "default": "'UTC'"
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+          "default": "now()"
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+        },
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+          "name": "created_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "tracking_link_organization_id_idx": {
+          "name": "tracking_link_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "tracking_link_job_id_idx": {
+          "name": "tracking_link_job_id_idx",
+          "columns": [
+            {
+              "expression": "job_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "tracking_link_code_idx": {
+          "name": "tracking_link_code_idx",
+          "columns": [
+            {
+              "expression": "code",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "tracking_link_channel_idx": {
+          "name": "tracking_link_channel_idx",
+          "columns": [
+            {
+              "expression": "channel",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "tracking_link_organization_id_organization_id_fk": {
+          "name": "tracking_link_organization_id_organization_id_fk",
+          "tableFrom": "tracking_link",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "tracking_link_job_id_job_id_fk": {
+          "name": "tracking_link_job_id_job_id_fk",
+          "tableFrom": "tracking_link",
+          "tableTo": "job",
+          "columnsFrom": [
+            "job_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "tracking_link_created_by_id_user_id_fk": {
+          "name": "tracking_link_created_by_id_user_id_fk",
+          "tableFrom": "tracking_link",
+          "tableTo": "user",
+          "columnsFrom": [
+            "created_by_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "tracking_link_code_unique": {
+          "name": "tracking_link_code_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "code"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.sso_provider": {
+      "name": "sso_provider",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "issuer": {
+          "name": "issuer",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "domain": {
+          "name": "domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "oidc_config": {
+          "name": "oidc_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "saml_config": {
+          "name": "saml_config",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {
+        "sso_provider_domain_idx": {
+          "name": "sso_provider_domain_idx",
+          "columns": [
+            {
+              "expression": "domain",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_provider_id_idx": {
+          "name": "sso_provider_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "sso_provider_organization_id_idx": {
+          "name": "sso_provider_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "sso_provider_user_id_user_id_fk": {
+          "name": "sso_provider_user_id_user_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "sso_provider_organization_id_organization_id_fk": {
+          "name": "sso_provider_organization_id_organization_id_fk",
+          "tableFrom": "sso_provider",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.activity_action": {
+      "name": "activity_action",
+      "schema": "public",
+      "values": [
+        "created",
+        "updated",
+        "deleted",
+        "status_changed",
+        "comment_added",
+        "member_invited",
+        "member_removed",
+        "member_role_changed",
+        "scored"
+      ]
+    },
+    "public.analysis_billing_mode": {
+      "name": "analysis_billing_mode",
+      "schema": "public",
+      "values": [
+        "platform",
+        "byok"
+      ]
+    },
+    "public.analysis_run_status": {
+      "name": "analysis_run_status",
+      "schema": "public",
+      "values": [
+        "completed",
+        "failed",
+        "partial"
+      ]
+    },
+    "public.application_status": {
+      "name": "application_status",
+      "schema": "public",
+      "values": [
+        "new",
+        "screening",
+        "interview",
+        "offer",
+        "hired",
+        "rejected"
+      ]
+    },
+    "public.calendar_provider": {
+      "name": "calendar_provider",
+      "schema": "public",
+      "values": [
+        "google"
+      ]
+    },
+    "public.candidate_message_direction": {
+      "name": "candidate_message_direction",
+      "schema": "public",
+      "values": [
+        "inbound",
+        "outbound"
+      ]
+    },
+    "public.candidate_message_status": {
+      "name": "candidate_message_status",
+      "schema": "public",
+      "values": [
+        "queued",
+        "sent",
+        "delivered",
+        "delayed",
+        "bounced",
+        "failed",
+        "complained"
+      ]
+    },
+    "public.candidate_response": {
+      "name": "candidate_response",
+      "schema": "public",
+      "values": [
+        "pending",
+        "accepted",
+        "declined",
+        "tentative"
+      ]
+    },
+    "public.chatbot_message_role": {
+      "name": "chatbot_message_role",
+      "schema": "public",
+      "values": [
+        "user",
+        "assistant"
+      ]
+    },
+    "public.comment_target": {
+      "name": "comment_target",
+      "schema": "public",
+      "values": [
+        "candidate",
+        "application",
+        "job"
+      ]
+    },
+    "public.criterion_category": {
+      "name": "criterion_category",
+      "schema": "public",
+      "values": [
+        "technical",
+        "experience",
+        "soft_skills",
+        "education",
+        "culture",
+        "custom"
+      ]
+    },
+    "public.date_format": {
+      "name": "date_format",
+      "schema": "public",
+      "values": [
+        "mdy",
+        "dmy",
+        "ymd"
+      ]
+    },
+    "public.document_type": {
+      "name": "document_type",
+      "schema": "public",
+      "values": [
+        "resume",
+        "cover_letter",
+        "other"
+      ]
+    },
+    "public.email_suppression_reason": {
+      "name": "email_suppression_reason",
+      "schema": "public",
+      "values": [
+        "bounce",
+        "complaint"
+      ]
+    },
+    "public.experience_level": {
+      "name": "experience_level",
+      "schema": "public",
+      "values": [
+        "junior",
+        "mid",
+        "senior",
+        "lead"
+      ]
+    },
+    "public.gender": {
+      "name": "gender",
+      "schema": "public",
+      "values": [
+        "male",
+        "female",
+        "other",
+        "prefer_not_to_say"
+      ]
+    },
+    "public.import_job_status": {
+      "name": "import_job_status",
+      "schema": "public",
+      "values": [
+        "processing",
+        "previewing",
+        "committing",
+        "completed",
+        "failed"
+      ]
+    },
+    "public.import_row_status": {
+      "name": "import_row_status",
+      "schema": "public",
+      "values": [
+        "ready",
+        "duplicate",
+        "duplicate_in_file",
+        "error",
+        "committed",
+        "skipped"
+      ]
+    },
+    "public.import_source": {
+      "name": "import_source",
+      "schema": "public",
+      "values": [
+        "csv",
+        "xlsx",
+        "resume_zip"
+      ]
+    },
+    "public.interview_status": {
+      "name": "interview_status",
+      "schema": "public",
+      "values": [
+        "scheduled",
+        "completed",
+        "cancelled",
+        "no_show"
+      ]
+    },
+    "public.interview_type": {
+      "name": "interview_type",
+      "schema": "public",
+      "values": [
+        "phone",
+        "video",
+        "in_person",
+        "panel",
+        "technical",
+        "take_home"
+      ]
+    },
+    "public.job_status": {
+      "name": "job_status",
+      "schema": "public",
+      "values": [
+        "draft",
+        "open",
+        "closed",
+        "archived"
+      ]
+    },
+    "public.job_type": {
+      "name": "job_type",
+      "schema": "public",
+      "values": [
+        "full_time",
+        "part_time",
+        "contract",
+        "internship"
+      ]
+    },
+    "public.join_request_status": {
+      "name": "join_request_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "approved",
+        "rejected"
+      ]
+    },
+    "public.name_display_format": {
+      "name": "name_display_format",
+      "schema": "public",
+      "values": [
+        "first_last",
+        "last_first"
+      ]
+    },
+    "public.notification_cadence": {
+      "name": "notification_cadence",
+      "schema": "public",
+      "values": [
+        "instant",
+        "digest"
+      ]
+    },
+    "public.notification_channel_mode": {
+      "name": "notification_channel_mode",
+      "schema": "public",
+      "values": [
+        "instant",
+        "digest",
+        "off"
+      ]
+    },
+    "public.notification_outbox_status": {
+      "name": "notification_outbox_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "sent",
+        "skipped",
+        "dead"
+      ]
+    },
+    "public.notification_type": {
+      "name": "notification_type",
+      "schema": "public",
+      "values": [
+        "candidate_replied",
+        "application_created",
+        "interview_response"
+      ]
+    },
+    "public.property_entity_type": {
+      "name": "property_entity_type",
+      "schema": "public",
+      "values": [
+        "candidate",
+        "application"
+      ]
+    },
+    "public.property_type": {
+      "name": "property_type",
+      "schema": "public",
+      "values": [
+        "text",
+        "long_text",
+        "number",
+        "select",
+        "multi_select",
+        "date",
+        "checkbox",
+        "url",
+        "email",
+        "person",
+        "file"
+      ]
+    },
+    "public.question_type": {
+      "name": "question_type",
+      "schema": "public",
+      "values": [
+        "short_text",
+        "long_text",
+        "single_select",
+        "multi_select",
+        "number",
+        "date",
+        "url",
+        "checkbox",
+        "file_upload"
+      ]
+    },
+    "public.retention_audit_action": {
+      "name": "retention_audit_action",
+      "schema": "public",
+      "values": [
+        "quarantined",
+        "restored",
+        "erased",
+        "exempted",
+        "unexempted",
+        "exported"
+      ]
+    },
+    "public.rule_action": {
+      "name": "rule_action",
+      "schema": "public",
+      "values": [
+        "rejected",
+        "screening",
+        "interview"
+      ]
+    },
+    "public.rule_match_type": {
+      "name": "rule_match_type",
+      "schema": "public",
+      "values": [
+        "all",
+        "any"
+      ]
+    },
+    "public.source_channel": {
+      "name": "source_channel",
+      "schema": "public",
+      "values": [
+        "linkedin",
+        "indeed",
+        "glassdoor",
+        "ziprecruiter",
+        "monster",
+        "handshake",
+        "angellist",
+        "wellfound",
+        "dice",
+        "stackoverflow",
+        "weworkremotely",
+        "remoteok",
+        "builtin",
+        "hired",
+        "lever",
+        "greenhouse_board",
+        "google_jobs",
+        "facebook",
+        "twitter",
+        "instagram",
+        "tiktok",
+        "reddit",
+        "referral",
+        "career_site",
+        "email",
+        "event",
+        "agency",
+        "direct",
+        "other",
+        "custom"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/database/migrations/meta/0053_snapshot.json b/server/database/migrations/meta/0053_snapshot.json
new file mode 100644
index 00000000..5ccc1df0
--- /dev/null
+++ b/server/database/migrations/meta/0053_snapshot.json
@@ -0,0 +1,8018 @@
+{
+  "id": "f64582af-c6d7-4b97-836f-5512e08dbae5",
+  "prevId": "4d7cb462-bca2-40d1-9dba-7a9c27ded8ce",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.account": {
+      "name": "account",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "user_id": {
+          "name": "user_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "account_id": {
+          "name": "account_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "provider_id": {
+          "name": "provider_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "access_token": {
+          "name": "access_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token": {
+          "name": "refresh_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "id_token": {
+          "name": "id_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "access_token_expires_at": {
+          "name": "access_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "refresh_token_expires_at": {
+          "name": "refresh_token_expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "scope": {
+          "name": "scope",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "password": {
+          "name": "password",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "account_user_id_idx": {
+          "name": "account_user_id_idx",
+          "columns": [
+            {
+              "expression": "user_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "account_user_id_user_id_fk": {
+          "name": "account_user_id_user_id_fk",
+          "tableFrom": "account",
+          "tableTo": "user",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.invitation": {
+      "name": "invitation",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "inviter_id": {
+          "name": "inviter_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "organization_id": {
+          "name": "organization_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "role": {
+          "name": "role",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "status": {
+          "name": "status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'pending'"
+        },
+        "expires_at": {
+          "name": "expires_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
+        "invitation_organization_id_idx": {
+          "name": "invitation_organization_id_idx",
+          "columns": [
+            {
+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "invitation_email_idx": {
+          "name": "invitation_email_idx",
+          "columns": [
+            {
+              "expression": "email",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+            "application_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "application_source_tracking_link_id_tracking_link_id_fk": {
+          "name": "application_source_tracking_link_id_tracking_link_id_fk",
+          "tableFrom": "application_source",
+          "tableTo": "tracking_link",
+          "columnsFrom": [
+            "tracking_link_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "set null",
+          "onUpdate": "no action"
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+          "type": "text",
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+          "notNull": true
+        },
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+          "default": "'google'"
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+          "default": "'primary'"
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+          "notNull": false
+        },
+        "webhook_channel_id": {
+          "name": "webhook_channel_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "webhook_resource_id": {
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+          "type": "text",
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+          "notNull": false
+        },
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+          "name": "webhook_expiration",
+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "sync_token",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
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+          "type": "timestamp",
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+          "notNull": true,
+          "default": "now()"
+        }
+      },
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+              "asc": true,
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "calendar_integration_webhook_channel_idx": {
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+          "columns": [
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+              "expression": "webhook_channel_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "method": "btree",
+          "with": {}
+        }
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+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+          "type": "text",
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+          "type": "gender",
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+          "notNull": false
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+        },
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+          "type": "text",
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+        },
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+          "name": "scheduled_purge_at",
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+        },
+        "created_at": {
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+          "type": "timestamp",
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+          "default": "now()"
+        },
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+          "default": "now()"
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+          "method": "btree",
+          "with": {}
+        },
+        "candidate_gender_idx": {
+          "name": "candidate_gender_idx",
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+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
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+              "expression": "gender",
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+              "nulls": "last"
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+          "method": "btree",
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+        },
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+              "expression": "organization_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "email",
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+          "method": "btree",
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+        },
+        "candidate_quarantine_idx": {
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+          "columns": [
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+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
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+              "expression": "scheduled_purge_at",
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+              "nulls": "last"
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+          "method": "btree",
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+        }
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+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
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+        }
+      },
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+      "name": "candidate_conversation",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+        },
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+          "notNull": true
+        },
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+          "name": "reply_token",
+          "type": "text",
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+        },
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+          "name": "unread_count",
+          "type": "integer",
+          "primaryKey": false,
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+          "default": 0
+        },
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+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+          "name": "candidate_conversation_organization_id_idx",
+          "columns": [
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+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_conversation_application_id_idx": {
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+          "columns": [
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+              "expression": "application_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_conversation_reply_token_idx": {
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+          "columns": [
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+              "expression": "reply_token",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_conversation_last_message_at_idx": {
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+          "columns": [
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+              "expression": "organization_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "last_message_at",
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+            }
+          ],
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+          "method": "btree",
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+        }
+      },
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+            "organization_id"
+          ],
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+            "id"
+          ],
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+        },
+        "candidate_conversation_application_id_application_id_fk": {
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+          "tableFrom": "candidate_conversation",
+          "tableTo": "application",
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+            "application_id"
+          ],
+          "columnsTo": [
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+          ],
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+      },
+      "compositePrimaryKeys": {},
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+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.candidate_message": {
+      "name": "candidate_message",
+      "schema": "",
+      "columns": {
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+        },
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+          "notNull": true
+        },
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+          "notNull": true
+        },
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+          "name": "status",
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+          "typeSchema": "public",
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+        },
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+        },
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+          "type": "text",
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+        },
+        "subject": {
+          "name": "subject",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "body_text": {
+          "name": "body_text",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "kind": {
+          "name": "kind",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'message'"
+        },
+        "interview_id": {
+          "name": "interview_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "calendar_attachment_status": {
+          "name": "calendar_attachment_status",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "'not_applicable'"
+        },
+        "calendar_attachment_error": {
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+          "type": "text",
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+          "notNull": false
+        },
+        "calendar_sequence": {
+          "name": "calendar_sequence",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_message_id": {
+          "name": "provider_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "internet_message_id": {
+          "name": "internet_message_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "in_reply_to": {
+          "name": "in_reply_to",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "references": {
+          "name": "references",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sent_by_id": {
+          "name": "sent_by_id",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "provider_status_at": {
+          "name": "provider_status_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "sent_at": {
+          "name": "sent_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "delivered_at": {
+          "name": "delivered_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "failed_at": {
+          "name": "failed_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "error_code": {
+          "name": "error_code",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
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+          "name": "error_message",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {
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+              "expression": "organization_id",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_message_conversation_id_idx": {
+          "name": "candidate_message_conversation_id_idx",
+          "columns": [
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+              "expression": "conversation_id",
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+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_message_interview_id_idx": {
+          "name": "candidate_message_interview_id_idx",
+          "columns": [
+            {
+              "expression": "interview_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            },
+            {
+              "expression": "created_at",
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+              "asc": true,
+              "nulls": "last"
+            }
+          ],
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_message_provider_id_idx": {
+          "name": "candidate_message_provider_id_idx",
+          "columns": [
+            {
+              "expression": "provider_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "candidate_message_internet_id_idx": {
+          "name": "candidate_message_internet_id_idx",
+          "columns": [
+            {
+              "expression": "internet_message_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": true,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "candidate_message_organization_id_organization_id_fk": {
+          "name": "candidate_message_organization_id_organization_id_fk",
+          "tableFrom": "candidate_message",
+          "tableTo": "organization",
+          "columnsFrom": [
+            "organization_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "candidate_message_conversation_id_candidate_conversation_id_fk": {
+          "name": "candidate_message_conversation_id_candidate_conversation_id_fk",
+          "tableFrom": "candidate_message",
+          "tableTo": "candidate_conversation",
+          "columnsFrom": [
+            "conversation_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "cascade",
+          "onUpdate": "no action"
+        },
+        "candidate_message_interview_id_interview_id_fk": {
+          "name": "candidate_message_interview_id_interview_id_fk",
+          "tableFrom": "candidate_message",
+          "tableTo": "interview",
+          "columnsFrom": [
+            "interview_id"
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+          "default": "now()"
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+          "default": "now()"
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+          "type": "jsonb",
+          "primaryKey": false,
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+        },
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+          "name": "target_job_id",
+          "type": "text",
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+          "type": "integer",
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+          "notNull": true,
+          "default": 0
+        },
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+          "notNull": true,
+          "default": 0
+        },
+        "error_message": {
+          "name": "error_message",
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+          "notNull": false
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+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
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+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
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+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "import_job_status_idx": {
+          "name": "import_job_status_idx",
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+            },
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+              "nulls": "last"
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+            "organization_id"
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+          "onUpdate": "no action"
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+          "tableFrom": "import_job",
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+            "created_by"
+          ],
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+          "onUpdate": "no action"
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+          "tableTo": "job",
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+    },
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+          "type": "jsonb",
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+          "notNull": true
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+          "name": "normalized_data",
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+          "name": "status",
+          "type": "import_row_status",
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+          "notNull": true,
+          "default": "'ready'"
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+        "dedupe_hash": {
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+          "type": "text",
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+          "notNull": false
+        },
+        "matched_candidate_id": {
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+          "type": "text",
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+          "notNull": false
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+        "created_candidate_id": {
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+          "notNull": false
+        },
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+          "name": "error_message",
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+          "default": "now()"
+        }
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+              "expression": "job_id",
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+              "asc": true,
+              "nulls": "last"
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+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
+          "with": {}
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+              "asc": true,
+              "nulls": "last"
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+              "nulls": "last"
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+      "checkConstraints": {},
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
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+          "notNull": true,
+          "default": "'video'"
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+          "notNull": true,
+          "default": "'scheduled'"
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+        },
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+          "notNull": true,
+          "default": 60
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+        },
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+          "notNull": false
+        },
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+          "type": "jsonb",
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+          "notNull": false
+        },
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+          "name": "created_by_id",
+          "type": "text",
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+        },
+        "invitation_sent_at": {
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+          "type": "timestamp",
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+          "notNull": false
+        },
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+          "name": "candidate_response",
+          "type": "candidate_response",
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+          "notNull": true,
+          "default": "'pending'"
+        },
+        "candidate_responded_at": {
+          "name": "candidate_responded_at",
+          "type": "timestamp",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "google_calendar_event_id": {
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+          "notNull": false
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+          "notNull": false
+        },
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+          "type": "text",
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+          "default": "'UTC'"
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+          "default": "now()"
+        },
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+          "notNull": true,
+          "default": "now()"
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+          "concurrently": false,
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+        },
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+              "asc": true,
+              "nulls": "last"
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+          "concurrently": false,
+          "method": "btree",
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+        },
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+              "nulls": "last"
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+        },
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+          "method": "btree",
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+        },
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+            "organization_id"
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+          "tableTo": "application",
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+            "application_id"
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+          "columnsTo": [
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+          "tableTo": "user",
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+          "name": "id",
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+        },
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+        },
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+        },
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+          "default": "'member'"
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+        },
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+        },
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+        },
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+          "default": "now()"
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+          "method": "btree",
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+        },
+        "invite_link_token_idx": {
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+          "tableTo": "user",
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+      },
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+            "token"
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+        }
+      },
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+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
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+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
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+        },
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+        },
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+          "type": "job_type",
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+          "default": "'full_time'"
+        },
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+          "default": "'draft'"
+        },
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+        },
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+        },
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+          "name": "salary_currency",
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+        },
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+        },
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+        },
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+        },
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+          "type": "timestamp",
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+        },
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+          "default": "'{\"coverLetter\":true,\"screeningAnswers\":true,\"recruiterNotes\":false}'::jsonb"
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+        "rejected"
+      ]
+    },
+    "public.name_display_format": {
+      "name": "name_display_format",
+      "schema": "public",
+      "values": [
+        "first_last",
+        "last_first"
+      ]
+    },
+    "public.notification_cadence": {
+      "name": "notification_cadence",
+      "schema": "public",
+      "values": [
+        "instant",
+        "digest"
+      ]
+    },
+    "public.notification_channel_mode": {
+      "name": "notification_channel_mode",
+      "schema": "public",
+      "values": [
+        "instant",
+        "digest",
+        "off"
+      ]
+    },
+    "public.notification_outbox_status": {
+      "name": "notification_outbox_status",
+      "schema": "public",
+      "values": [
+        "pending",
+        "sent",
+        "skipped",
+        "dead"
+      ]
+    },
+    "public.notification_type": {
+      "name": "notification_type",
+      "schema": "public",
+      "values": [
+        "candidate_replied",
+        "application_created",
+        "interview_response"
+      ]
+    },
+    "public.property_entity_type": {
+      "name": "property_entity_type",
+      "schema": "public",
+      "values": [
+        "candidate",
+        "application"
+      ]
+    },
+    "public.property_type": {
+      "name": "property_type",
+      "schema": "public",
+      "values": [
+        "text",
+        "long_text",
+        "number",
+        "select",
+        "multi_select",
+        "date",
+        "checkbox",
+        "url",
+        "email",
+        "person",
+        "file"
+      ]
+    },
+    "public.question_type": {
+      "name": "question_type",
+      "schema": "public",
+      "values": [
+        "short_text",
+        "long_text",
+        "single_select",
+        "multi_select",
+        "number",
+        "date",
+        "url",
+        "checkbox",
+        "file_upload"
+      ]
+    },
+    "public.retention_audit_action": {
+      "name": "retention_audit_action",
+      "schema": "public",
+      "values": [
+        "quarantined",
+        "restored",
+        "erased",
+        "exempted",
+        "unexempted",
+        "exported"
+      ]
+    },
+    "public.rule_action": {
+      "name": "rule_action",
+      "schema": "public",
+      "values": [
+        "rejected",
+        "screening",
+        "interview"
+      ]
+    },
+    "public.rule_match_type": {
+      "name": "rule_match_type",
+      "schema": "public",
+      "values": [
+        "all",
+        "any"
+      ]
+    },
+    "public.source_channel": {
+      "name": "source_channel",
+      "schema": "public",
+      "values": [
+        "linkedin",
+        "indeed",
+        "glassdoor",
+        "ziprecruiter",
+        "monster",
+        "handshake",
+        "angellist",
+        "wellfound",
+        "dice",
+        "stackoverflow",
+        "weworkremotely",
+        "remoteok",
+        "builtin",
+        "hired",
+        "lever",
+        "greenhouse_board",
+        "google_jobs",
+        "facebook",
+        "twitter",
+        "instagram",
+        "tiktok",
+        "reddit",
+        "referral",
+        "career_site",
+        "email",
+        "event",
+        "agency",
+        "direct",
+        "other",
+        "custom"
+      ]
+    }
+  },
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {},
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}
\ No newline at end of file
diff --git a/server/database/migrations/meta/_journal.json b/server/database/migrations/meta/_journal.json
index 9cc65ec4..d5526c24 100644
--- a/server/database/migrations/meta/_journal.json
+++ b/server/database/migrations/meta/_journal.json
@@ -358,6 +358,27 @@
       "when": 1784538415712,
       "tag": "0050_numerous_red_wolf",
       "breakpoints": true
+    },
+    {
+      "idx": 51,
+      "version": "7",
+      "when": 1784797852982,
+      "tag": "0051_marvelous_molly_hayes",
+      "breakpoints": true
+    },
+    {
+      "idx": 52,
+      "version": "7",
+      "when": 1784799977810,
+      "tag": "0052_application_auto_rule",
+      "breakpoints": true
+    },
+    {
+      "idx": 53,
+      "version": "7",
+      "when": 1784813234463,
+      "tag": "0053_glorious_jigsaw",
+      "breakpoints": true
     }
   ]
 }
\ No newline at end of file
diff --git a/server/database/schema/app.ts b/server/database/schema/app.ts
index 2019c23f..12dc4ddf 100644
--- a/server/database/schema/app.ts
+++ b/server/database/schema/app.ts
@@ -176,6 +176,15 @@ export const application = pgTable('application', {
   score: integer('score'),
   notes: text('notes'),
   coverLetterText: text('cover_letter_text'),
+  /**
+   * Snapshot of the automation rule that auto-set this application's status on
+   * submit (see server/utils/rules/applyRules.ts) — rule id/name, the action,
+   * and the ids of the responses that triggered it. Null when the status was
+   * never touched by a rule. Purely informational: surfaced as a small badge on
+   * the status and on each triggering response so recruiters can tell an
+   * automated categorization from a manual one and see why it fired.
+   */
+  autoRule: jsonb('auto_rule').$type<import('../../../shared/application-rules').RuleMatch>(),
   createdAt: timestamp('created_at').notNull().defaultNow(),
   updatedAt: timestamp('updated_at').notNull().defaultNow(),
 }, (t) => ([
@@ -699,7 +708,10 @@ export const analysisBillingModeEnum = pgEnum('analysis_billing_mode', [
 export const activityLog = pgTable('activity_log', {
   id: text('id').primaryKey().$defaultFn(() => crypto.randomUUID()),
   organizationId: text('organization_id').notNull().references(() => organization.id, { onDelete: 'cascade' }),
-  actorId: text('actor_id').notNull().references(() => user.id, { onDelete: 'cascade' }),
+  // Null actor = system-generated activity (e.g. an application-rule auto status
+  // change). Timeline endpoints left-join `user` and the UI renders these as
+  // "System", so automated actions still appear in the audit trail.
+  actorId: text('actor_id').references(() => user.id, { onDelete: 'cascade' }),
   action: activityActionEnum('action').notNull(),
   resourceType: text('resource_type').notNull(),
   resourceId: text('resource_id').notNull(),
@@ -881,6 +893,39 @@ export const scoringCriterion = pgTable('scoring_criterion', {
   uniqueIndex('scoring_criterion_job_key_idx').on(t.jobId, t.key),
 ]))
 
+/**
+ * Per-job automation rules that read a candidate's application-form answers and
+ * automatically set the application status on submit ("knockout questions").
+ *
+ * `conditions` is a JSONB array of { questionId, operator, value }. The rule
+ * fires when its conditions satisfy `matchType` (all = AND, any = OR); the first
+ * enabled matching rule (by displayOrder) applies its `action`. See
+ * shared/application-rules.ts for the operator catalogue and the evaluator.
+ *
+ * Condition `questionId`s are NOT enforced by a foreign key (they live inside
+ * JSONB). Deleting a question leaves a dangling reference; the evaluator treats
+ * an unknown question as non-matching and the builder UI surfaces it for cleanup.
+ */
+export const ruleMatchTypeEnum = pgEnum('rule_match_type', ['all', 'any'])
+export const ruleActionEnum = pgEnum('rule_action', ['rejected', 'screening', 'interview'])
+
+export const applicationRule = pgTable('application_rule', {
+  id: text('id').primaryKey().$defaultFn(() => crypto.randomUUID()),
+  organizationId: text('organization_id').notNull().references(() => organization.id, { onDelete: 'cascade' }),
+  jobId: text('job_id').notNull().references(() => job.id, { onDelete: 'cascade' }),
+  name: text('name').notNull(),
+  matchType: ruleMatchTypeEnum('match_type').notNull().default('all'),
+  action: ruleActionEnum('action').notNull().default('rejected'),
+  enabled: boolean('enabled').notNull().default(true),
+  conditions: jsonb('conditions').$type<import('../../../shared/application-rules').RuleCondition[]>().notNull().default([]),
+  displayOrder: integer('display_order').notNull().default(0),
+  createdAt: timestamp('created_at').notNull().defaultNow(),
+  updatedAt: timestamp('updated_at').notNull().defaultNow(),
+}, (t) => ([
+  index('application_rule_organization_id_idx').on(t.organizationId),
+  index('application_rule_job_id_idx').on(t.jobId),
+]))
+
 /**
  * Individual criterion scores computed by AI for each application.
  * Stores the raw AI output including evidence and confidence.
@@ -1173,6 +1218,11 @@ export const scoringCriterionRelations = relations(scoringCriterion, ({ one }) =
   job: one(job, { fields: [scoringCriterion.jobId], references: [job.id] }),
 }))
 
+export const applicationRuleRelations = relations(applicationRule, ({ one }) => ({
+  organization: one(organization, { fields: [applicationRule.organizationId], references: [organization.id] }),
+  job: one(job, { fields: [applicationRule.jobId], references: [job.id] }),
+}))
+
 export const criterionScoreRelations = relations(criterionScore, ({ one }) => ({
   organization: one(organization, { fields: [criterionScore.organizationId], references: [organization.id] }),
   application: one(application, { fields: [criterionScore.applicationId], references: [application.id] }),
diff --git a/server/utils/recordActivity.ts b/server/utils/recordActivity.ts
index de38107b..5501e2c6 100644
--- a/server/utils/recordActivity.ts
+++ b/server/utils/recordActivity.ts
@@ -11,7 +11,8 @@ type ActivityAction = typeof activityLog.$inferInsert.action
  */
 export async function recordActivity(params: {
   organizationId: string
-  actorId: string
+  /** Null for system-generated activity (e.g. application-rule auto changes). */
+  actorId: string | null
   action: ActivityAction
   resourceType: string
   resourceId: string
@@ -20,7 +21,7 @@ export async function recordActivity(params: {
   try {
     await db.insert(activityLog).values({
       organizationId: params.organizationId,
-      actorId: params.actorId,
+      actorId: params.actorId ?? null,
       action: params.action,
       resourceType: params.resourceType,
       resourceId: params.resourceId,
diff --git a/server/utils/rules/applyRules.ts b/server/utils/rules/applyRules.ts
new file mode 100644
index 00000000..8b55b07c
--- /dev/null
+++ b/server/utils/rules/applyRules.ts
@@ -0,0 +1,302 @@
+import { eq, and, asc, inArray } from 'drizzle-orm'
+import { application, applicationRule, jobQuestion, questionResponse } from '../../database/schema'
+import {
+  evaluateApplicationRules,
+  type EvaluatedRule,
+  type QuestionType,
+  type ResponseValue,
+  type RuleMatch,
+} from '~~/shared/application-rules'
+import { APPLICATION_STATUS_TRANSITIONS } from '~~/shared/status-transitions'
+
+/**
+ * Evaluate a job's automation rules against a single application's answers and,
+ * if a rule matches, update the application status accordingly.
+ *
+ * Only acts on applications currently in `new` — rules classify fresh
+ * applicants and must never override a status a recruiter has already advanced.
+ * The target action is additionally checked against the manual transition rules
+ * so automation can never reach a status a human couldn't from `new`.
+ *
+ * Returns the match that was applied, or null if nothing matched / no change.
+ * Never throws — callers treat rule evaluation as best-effort.
+ */
+export async function applyRulesToApplication(
+  applicationId: string,
+  organizationId: string,
+): Promise<RuleMatch | null> {
+  try {
+    const app = await db.query.application.findFirst({
+      where: and(
+        eq(application.id, applicationId),
+        eq(application.organizationId, organizationId),
+      ),
+      columns: { id: true, jobId: true, status: true },
+    })
+
+    // Only classify applications still sitting in `new`.
+    if (!app || app.status !== 'new') return null
+
+    const rules = await db
+      .select()
+      .from(applicationRule)
+      .where(and(
+        eq(applicationRule.jobId, app.jobId),
+        eq(applicationRule.organizationId, organizationId),
+        eq(applicationRule.enabled, true),
+      ))
+      .orderBy(asc(applicationRule.displayOrder))
+
+    if (rules.length === 0) return null
+
+    // Question type lookup for the job (drives operator semantics).
+    const questions = await db
+      .select({ id: jobQuestion.id, type: jobQuestion.type })
+      .from(jobQuestion)
+      .where(and(
+        eq(jobQuestion.jobId, app.jobId),
+        eq(jobQuestion.organizationId, organizationId),
+      ))
+
+    const questionTypesById: Record<string, QuestionType> = {}
+    for (const q of questions) questionTypesById[q.id] = q.type as QuestionType
+
+    // Stored answers for this application (includes file_upload → documentId).
+    const responses = await db
+      .select({ questionId: questionResponse.questionId, value: questionResponse.value })
+      .from(questionResponse)
+      .where(and(
+        eq(questionResponse.applicationId, applicationId),
+        eq(questionResponse.organizationId, organizationId),
+      ))
+
+    const responsesByQuestionId: Record<string, ResponseValue> = {}
+    for (const r of responses) responsesByQuestionId[r.questionId] = r.value as ResponseValue
+
+    const evaluated: EvaluatedRule[] = rules.map(r => ({
+      id: r.id,
+      name: r.name,
+      matchType: r.matchType,
+      action: r.action,
+      enabled: r.enabled,
+      conditions: r.conditions,
+    }))
+
+    const match = evaluateApplicationRules(evaluated, responsesByQuestionId, questionTypesById)
+    if (!match) return null
+
+    // Respect the manual transition graph — automation can't reach a status a
+    // recruiter couldn't reach from `new`.
+    const allowed = APPLICATION_STATUS_TRANSITIONS.new ?? []
+    if (!allowed.includes(match.action)) return null
+
+    const updated = await db.update(application)
+      .set({ status: match.action, autoRule: match, updatedAt: new Date() })
+      .where(and(
+        eq(application.id, applicationId),
+        eq(application.organizationId, organizationId),
+        // Guard against a concurrent manual change between read and write.
+        eq(application.status, 'new'),
+      ))
+      .returning({ id: application.id })
+
+    // The guard matched no rows — a recruiter changed status between our read and
+    // write. Nothing was applied, so report no match (avoids over-counting and
+    // skipping auto-scoring for a rejection that never happened).
+    if (updated.length === 0) return null
+
+    logInfo('application.auto_categorized', {
+      application_id: applicationId,
+      job_id: app.jobId,
+      rule_id: match.ruleId,
+      rule_name: match.ruleName,
+      action: match.action,
+    })
+
+    // Mirror the manual status-change audit trail (applications/[id].patch.ts)
+    // with a null (system) actor so auto changes appear in the timeline.
+    recordActivity({
+      organizationId,
+      actorId: null,
+      action: 'status_changed',
+      resourceType: 'application',
+      resourceId: applicationId,
+      metadata: { from: 'new', to: match.action, ruleId: match.ruleId, ruleName: match.ruleName },
+    })
+
+    return match
+  } catch (err) {
+    logError('application.auto_categorize_failed', {
+      application_id: applicationId,
+      error_message: err instanceof Error ? err.message : String(err),
+    })
+    return null
+  }
+}
+
+export interface ApplyRulesBatchResult {
+  evaluated: number
+  matched: number
+  byAction: Record<string, number>
+}
+
+// Cap how many `new` applications a single retroactive run touches. Keeps the
+// request bounded on the high-volume ICP; callers can re-invoke to drain the
+// rest since only `new` applications are ever re-selected.
+const RUN_BATCH_LIMIT = 2000
+// Bound concurrent status writes so a large batch doesn't exhaust the DB pool.
+const WRITE_CONCURRENCY = 20
+
+/**
+ * Retroactively evaluate a job's rule set against every application still in
+ * `new`, in a single batch. Unlike calling {@link applyRulesToApplication} per
+ * application, the rules and question-type lookups are fetched once and every
+ * application's responses are loaded in one grouped query — turning a 4×N query
+ * N+1 into a constant number of reads. Writes are per matched application (to
+ * preserve per-application `autoRule` attribution) but run with bounded
+ * concurrency and only for applications that actually matched.
+ *
+ * Processes at most {@link RUN_BATCH_LIMIT} applications per call; re-invoke to
+ * continue draining a very large backlog.
+ */
+export async function applyRulesToNewJobApplications(
+  jobId: string,
+  organizationId: string,
+): Promise<ApplyRulesBatchResult> {
+  const empty: ApplyRulesBatchResult = { evaluated: 0, matched: 0, byAction: {} }
+
+  // Rules — fetched once for the whole batch.
+  const rules = await db
+    .select()
+    .from(applicationRule)
+    .where(and(
+      eq(applicationRule.jobId, jobId),
+      eq(applicationRule.organizationId, organizationId),
+      eq(applicationRule.enabled, true),
+    ))
+    .orderBy(asc(applicationRule.displayOrder))
+
+  if (rules.length === 0) return empty
+
+  const evaluated: EvaluatedRule[] = rules.map(r => ({
+    id: r.id,
+    name: r.name,
+    matchType: r.matchType,
+    action: r.action,
+    enabled: r.enabled,
+    conditions: r.conditions,
+  }))
+
+  // Question types — fetched once for the whole batch.
+  const questions = await db
+    .select({ id: jobQuestion.id, type: jobQuestion.type })
+    .from(jobQuestion)
+    .where(and(
+      eq(jobQuestion.jobId, jobId),
+      eq(jobQuestion.organizationId, organizationId),
+    ))
+
+  const questionTypesById: Record<string, QuestionType> = {}
+  for (const q of questions) questionTypesById[q.id] = q.type as QuestionType
+
+  // Applications still sitting in `new`, capped to keep the request bounded.
+  const newApps = await db
+    .select({ id: application.id })
+    .from(application)
+    .where(and(
+      eq(application.jobId, jobId),
+      eq(application.organizationId, organizationId),
+      eq(application.status, 'new'),
+    ))
+    .limit(RUN_BATCH_LIMIT)
+
+  if (newApps.length === 0) return empty
+
+  const appIds = newApps.map(a => a.id)
+
+  // All responses for the batch in one query, grouped by application in memory.
+  const responsesByApp = new Map<string, Record<string, ResponseValue>>()
+  for (const id of appIds) responsesByApp.set(id, {})
+  const allResponses = await db
+    .select({
+      applicationId: questionResponse.applicationId,
+      questionId: questionResponse.questionId,
+      value: questionResponse.value,
+    })
+    .from(questionResponse)
+    .where(and(
+      inArray(questionResponse.applicationId, appIds),
+      eq(questionResponse.organizationId, organizationId),
+    ))
+  for (const r of allResponses) {
+    responsesByApp.get(r.applicationId)![r.questionId] = r.value as ResponseValue
+  }
+
+  const allowed = APPLICATION_STATUS_TRANSITIONS.new ?? []
+
+  // Evaluate everything in memory first; collect the ones that need a write.
+  const toWrite: Array<{ id: string, match: RuleMatch }> = []
+  for (const app of newApps) {
+    const match = evaluateApplicationRules(
+      evaluated,
+      responsesByApp.get(app.id) ?? {},
+      questionTypesById,
+    )
+    if (!match) continue
+    // Automation can't reach a status a recruiter couldn't reach from `new`.
+    if (!allowed.includes(match.action)) continue
+    toWrite.push({ id: app.id, match })
+  }
+
+  const byAction: Record<string, number> = {}
+  let matched = 0
+
+  // Per-application writes preserve `autoRule` attribution; bounded concurrency
+  // keeps a large batch from exhausting the connection pool.
+  for (let i = 0; i < toWrite.length; i += WRITE_CONCURRENCY) {
+    const chunk = toWrite.slice(i, i + WRITE_CONCURRENCY)
+    await Promise.all(chunk.map(async ({ id, match }) => {
+      try {
+        const updated = await db.update(application)
+          .set({ status: match.action, autoRule: match, updatedAt: new Date() })
+          .where(and(
+            eq(application.id, id),
+            eq(application.organizationId, organizationId),
+            // Guard against a concurrent manual change between read and write.
+            eq(application.status, 'new'),
+          ))
+          .returning({ id: application.id })
+
+        // Guard matched no rows (concurrent manual change) — don't count or log it.
+        if (updated.length === 0) return
+
+        matched++
+        byAction[match.action] = (byAction[match.action] ?? 0) + 1
+        logInfo('application.auto_categorized', {
+          application_id: id,
+          job_id: jobId,
+          rule_id: match.ruleId,
+          rule_name: match.ruleName,
+          action: match.action,
+        })
+
+        // Mirror the manual status-change audit trail with a null (system) actor.
+        recordActivity({
+          organizationId,
+          actorId: null,
+          action: 'status_changed',
+          resourceType: 'application',
+          resourceId: id,
+          metadata: { from: 'new', to: match.action, ruleId: match.ruleId, ruleName: match.ruleName },
+        })
+      } catch (err) {
+        logError('application.auto_categorize_failed', {
+          application_id: id,
+          error_message: err instanceof Error ? err.message : String(err),
+        })
+      }
+    }))
+  }
+
+  return { evaluated: newApps.length, matched, byAction }
+}
diff --git a/server/utils/schemas/applicationRule.ts b/server/utils/schemas/applicationRule.ts
new file mode 100644
index 00000000..0aa4a828
--- /dev/null
+++ b/server/utils/schemas/applicationRule.ts
@@ -0,0 +1,38 @@
+import { z } from 'zod'
+import { ALL_OPERATORS, RULE_ACTIONS } from '~~/shared/application-rules'
+import type { RuleOperator } from '~~/shared/application-rules'
+
+// ─────────────────────────────────────────────
+// Application automation rule validation schemas
+// ─────────────────────────────────────────────
+
+const conditionSchema = z.object({
+  questionId: z.string().min(1, 'Pick a question'),
+  operator: z.enum(ALL_OPERATORS as [RuleOperator, ...RuleOperator[]]),
+  // Comparison value — string, number, or list of option labels. Omitted for
+  // presence operators (is_answered, is_provided, is_true, …).
+  value: z.union([
+    z.string().max(1000),
+    z.number(),
+    z.array(z.string().max(500)).max(50),
+    z.null(),
+  ]).optional(),
+})
+
+const ruleSchema = z.object({
+  name: z.string().trim().min(1, 'Name is required').max(200),
+  matchType: z.enum(['all', 'any']).default('all'),
+  action: z.enum(RULE_ACTIONS),
+  enabled: z.boolean().default(true),
+  conditions: z.array(conditionSchema).min(1, 'Add at least one condition').max(20),
+})
+
+/** Bulk replace the full rule set for a job (atomic save from the builder). */
+export const bulkRulesSchema = z.object({
+  rules: z.array(ruleSchema).max(50),
+})
+
+/** Route param schema for job id */
+export const ruleJobIdParamSchema = z.object({
+  id: z.string().min(1),
+})
diff --git a/shared/application-rules.ts b/shared/application-rules.ts
new file mode 100644
index 00000000..80423bd6
--- /dev/null
+++ b/shared/application-rules.ts
@@ -0,0 +1,302 @@
+/**
+ * ─────────────────────────────────────────────
+ * Application automation rules — single source of truth
+ * ─────────────────────────────────────────────
+ *
+ * Recruiters configure per-job rules that read a candidate's application-form
+ * answers and automatically set the application status on submit — the classic
+ * ATS "knockout question" pattern (auto-reject) generalized to any status.
+ *
+ * A rule is an ordered list of conditions combined with `matchType` (all = AND,
+ * any = OR) plus an `action` (the status to set). On a new application the rules
+ * are evaluated in `displayOrder`; the FIRST enabled rule that matches wins and
+ * its action is applied. Nothing matches → the application stays `new`.
+ *
+ * This module is imported by BOTH client and server so the operator catalogue,
+ * labels, and the pure evaluator never drift between the builder UI and the
+ * server that actually enforces the rules.
+ */
+
+// ─── Question types (mirrors questionTypeEnum in the DB schema) ─────
+export type QuestionType =
+  | 'short_text' | 'long_text' | 'single_select' | 'multi_select'
+  | 'number' | 'date' | 'url' | 'checkbox' | 'file_upload'
+
+/** A stored answer value, shaped by the question type. */
+export type ResponseValue = string | string[] | number | boolean | null | undefined
+
+// ─── Operators ─────────────────────────────────────────────────────
+export type RuleOperator =
+  // presence (any type)
+  | 'is_answered' | 'is_unanswered'
+  // text / url
+  | 'equals' | 'not_equals' | 'contains' | 'not_contains'
+  // single_select
+  | 'is_one_of' | 'is_not_one_of'
+  // multi_select
+  | 'includes_any' | 'includes_all' | 'includes_none'
+  // number
+  | 'gt' | 'gte' | 'lt' | 'lte'
+  // date
+  | 'date_before' | 'date_after' | 'date_on'
+  // checkbox
+  | 'is_true' | 'is_false'
+  // file_upload
+  | 'is_provided' | 'is_missing'
+
+/** How the value input for an operator should be rendered in the builder. */
+export type ValueInput = 'none' | 'text' | 'number' | 'date' | 'select' | 'multiselect'
+
+export interface OperatorMeta {
+  label: string
+  valueInput: ValueInput
+}
+
+export const OPERATOR_META: Record<RuleOperator, OperatorMeta> = {
+  is_answered: { label: 'is answered', valueInput: 'none' },
+  is_unanswered: { label: 'is not answered', valueInput: 'none' },
+  equals: { label: 'is exactly', valueInput: 'text' },
+  not_equals: { label: 'is not', valueInput: 'text' },
+  contains: { label: 'contains', valueInput: 'text' },
+  not_contains: { label: 'does not contain', valueInput: 'text' },
+  is_one_of: { label: 'is one of', valueInput: 'multiselect' },
+  is_not_one_of: { label: 'is not one of', valueInput: 'multiselect' },
+  includes_any: { label: 'includes any of', valueInput: 'multiselect' },
+  includes_all: { label: 'includes all of', valueInput: 'multiselect' },
+  includes_none: { label: 'includes none of', valueInput: 'multiselect' },
+  gt: { label: 'is greater than', valueInput: 'number' },
+  gte: { label: 'is at least', valueInput: 'number' },
+  lt: { label: 'is less than', valueInput: 'number' },
+  lte: { label: 'is at most', valueInput: 'number' },
+  date_before: { label: 'is before', valueInput: 'date' },
+  date_after: { label: 'is after', valueInput: 'date' },
+  date_on: { label: 'is on', valueInput: 'date' },
+  is_true: { label: 'is checked', valueInput: 'none' },
+  is_false: { label: 'is not checked', valueInput: 'none' },
+  is_provided: { label: 'is provided', valueInput: 'none' },
+  is_missing: { label: 'is not provided', valueInput: 'none' },
+}
+
+/** Which operators are offered for each question type, in menu order. */
+export const OPERATORS_BY_QUESTION_TYPE: Record<QuestionType, RuleOperator[]> = {
+  short_text: ['equals', 'not_equals', 'contains', 'not_contains', 'is_answered', 'is_unanswered'],
+  long_text: ['contains', 'not_contains', 'is_answered', 'is_unanswered'],
+  url: ['contains', 'not_contains', 'equals', 'is_answered', 'is_unanswered'],
+  single_select: ['is_one_of', 'is_not_one_of', 'is_answered', 'is_unanswered'],
+  multi_select: ['includes_any', 'includes_all', 'includes_none', 'is_answered', 'is_unanswered'],
+  number: ['gt', 'gte', 'lt', 'lte', 'is_answered', 'is_unanswered'],
+  date: ['date_before', 'date_after', 'date_on', 'is_answered', 'is_unanswered'],
+  checkbox: ['is_true', 'is_false'],
+  file_upload: ['is_provided', 'is_missing'],
+}
+
+/** All valid operators — used for Zod validation. */
+export const ALL_OPERATORS = Object.keys(OPERATOR_META) as RuleOperator[]
+
+// ─── Actions ───────────────────────────────────────────────────────
+// Restricted to statuses reachable from `new` (see shared/status-transitions.ts)
+// so an automated jump never violates the manual transition rules.
+export const RULE_ACTIONS = ['rejected', 'screening', 'interview'] as const
+export type RuleAction = typeof RULE_ACTIONS[number]
+
+export const RULE_ACTION_LABELS: Record<RuleAction, string> = {
+  rejected: 'Reject',
+  screening: 'Move to Screening',
+  interview: 'Move to Interview',
+}
+
+export type RuleMatchType = 'all' | 'any'
+
+// ─── Rule shapes ───────────────────────────────────────────────────
+export interface RuleCondition {
+  questionId: string
+  operator: RuleOperator
+  /** Comparison value — omitted for presence operators (valueInput === 'none'). */
+  value?: string | string[] | number | null
+}
+
+export interface ApplicationRuleInput {
+  name: string
+  matchType: RuleMatchType
+  action: RuleAction
+  enabled: boolean
+  conditions: RuleCondition[]
+}
+
+// ─────────────────────────────────────────────
+// Pure evaluator — server-authoritative, also usable client-side.
+// ─────────────────────────────────────────────
+
+function toArray(v: ResponseValue): string[] {
+  if (Array.isArray(v)) return v.map(String)
+  if (v === null || v === undefined || v === '') return []
+  return [String(v)]
+}
+
+function isEmpty(v: ResponseValue): boolean {
+  if (v === null || v === undefined) return true
+  if (typeof v === 'string') return v.trim() === ''
+  if (Array.isArray(v)) return v.length === 0
+  return false
+}
+
+/** Case-insensitive equality for text comparisons. */
+function eqText(a: unknown, b: unknown): boolean {
+  return String(a).trim().toLowerCase() === String(b).trim().toLowerCase()
+}
+
+/**
+ * Evaluate a single condition against a stored answer.
+ *
+ * `questionType` may be undefined when the referenced question has been deleted
+ * — in that case the condition is treated as NOT matched (never fires a rule on
+ * a dangling reference).
+ */
+export function evaluateCondition(
+  condition: RuleCondition,
+  response: ResponseValue,
+  questionType: QuestionType | undefined,
+): boolean {
+  if (!questionType) return false
+
+  const { operator, value } = condition
+
+  switch (operator) {
+    case 'is_answered':
+    case 'is_provided':
+      return !isEmpty(response)
+    case 'is_unanswered':
+    case 'is_missing':
+      return isEmpty(response)
+
+    case 'equals':
+      return !isEmpty(response) && eqText(response, value)
+    case 'not_equals':
+      // Unanswered counts as "not equal to X".
+      return isEmpty(response) || !eqText(response, value)
+    case 'contains':
+      return String(response ?? '').toLowerCase().includes(String(value ?? '').toLowerCase())
+    case 'not_contains':
+      return !String(response ?? '').toLowerCase().includes(String(value ?? '').toLowerCase())
+
+    case 'is_one_of': {
+      const set = toArray(value as ResponseValue).map(s => s.toLowerCase())
+      return set.includes(String(response ?? '').toLowerCase())
+    }
+    case 'is_not_one_of': {
+      const set = toArray(value as ResponseValue).map(s => s.toLowerCase())
+      return !set.includes(String(response ?? '').toLowerCase())
+    }
+
+    case 'includes_any': {
+      const picked = toArray(response).map(s => s.toLowerCase())
+      const want = toArray(value as ResponseValue).map(s => s.toLowerCase())
+      return want.some(w => picked.includes(w))
+    }
+    case 'includes_all': {
+      const picked = toArray(response).map(s => s.toLowerCase())
+      const want = toArray(value as ResponseValue).map(s => s.toLowerCase())
+      return want.length > 0 && want.every(w => picked.includes(w))
+    }
+    case 'includes_none': {
+      const picked = toArray(response).map(s => s.toLowerCase())
+      const want = toArray(value as ResponseValue).map(s => s.toLowerCase())
+      return !want.some(w => picked.includes(w))
+    }
+
+    case 'gt':
+    case 'gte':
+    case 'lt':
+    case 'lte': {
+      const n = typeof response === 'number' ? response : Number(response)
+      const target = typeof value === 'number' ? value : Number(value)
+      if (Number.isNaN(n) || Number.isNaN(target)) return false
+      if (operator === 'gt') return n > target
+      if (operator === 'gte') return n >= target
+      if (operator === 'lt') return n < target
+      return n <= target
+    }
+
+    case 'date_before':
+    case 'date_after':
+    case 'date_on': {
+      const r = Date.parse(String(response ?? ''))
+      const t = Date.parse(String(value ?? ''))
+      if (Number.isNaN(r) || Number.isNaN(t)) return false
+      if (operator === 'date_before') return r < t
+      if (operator === 'date_after') return r > t
+      return r === t
+    }
+
+    case 'is_true':
+      return response === true || response === 'true'
+    case 'is_false':
+      return !(response === true || response === 'true')
+
+    default:
+      return false
+  }
+}
+
+/**
+ * Evaluate one rule against a map of answers.
+ * `responsesByQuestionId` / `questionTypesById` are keyed by jobQuestion id.
+ */
+export function evaluateRule(
+  rule: Pick<ApplicationRuleInput, 'matchType' | 'conditions'>,
+  responsesByQuestionId: Record<string, ResponseValue>,
+  questionTypesById: Record<string, QuestionType>,
+): boolean {
+  if (rule.conditions.length === 0) return false
+
+  const results = rule.conditions.map(c =>
+    evaluateCondition(c, responsesByQuestionId[c.questionId], questionTypesById[c.questionId]),
+  )
+
+  return rule.matchType === 'any' ? results.some(Boolean) : results.every(Boolean)
+}
+
+export interface EvaluatedRule extends Pick<ApplicationRuleInput, 'matchType' | 'conditions' | 'action' | 'enabled'> {
+  id: string
+  name: string
+}
+
+export interface RuleMatch {
+  ruleId: string
+  ruleName: string
+  action: RuleAction
+  /**
+   * Question ids whose condition contributed to the match — for `all` every
+   * condition's question, for `any` only the questions that passed. Lets the UI
+   * attribute the automated status change to the exact responses that caused it.
+   */
+  matchedQuestionIds: string[]
+}
+
+/**
+ * Evaluate an ordered list of rules and return the first enabled match, or null.
+ * Rules must be pre-sorted by displayOrder.
+ */
+export function evaluateApplicationRules(
+  rules: EvaluatedRule[],
+  responsesByQuestionId: Record<string, ResponseValue>,
+  questionTypesById: Record<string, QuestionType>,
+): RuleMatch | null {
+  for (const rule of rules) {
+    if (!rule.enabled) continue
+    if (rule.conditions.length === 0) continue
+
+    const results = rule.conditions.map(c => ({
+      questionId: c.questionId,
+      ok: evaluateCondition(c, responsesByQuestionId[c.questionId], questionTypesById[c.questionId]),
+    }))
+    const matched = rule.matchType === 'any' ? results.some(r => r.ok) : results.every(r => r.ok)
+    if (!matched) continue
+
+    // For "any", only the passing conditions triggered; for "all", they all did.
+    const contributing = rule.matchType === 'any' ? results.filter(r => r.ok) : results
+    const matchedQuestionIds = [...new Set(contributing.map(r => r.questionId))]
+    return { ruleId: rule.id, ruleName: rule.name, action: rule.action, matchedQuestionIds }
+  }
+  return null
+}
diff --git a/tests/unit/application-rules.test.ts b/tests/unit/application-rules.test.ts
new file mode 100644
index 00000000..a4ec0c36
--- /dev/null
+++ b/tests/unit/application-rules.test.ts
@@ -0,0 +1,114 @@
+import { describe, it, expect } from 'vitest'
+import {
+  evaluateCondition,
+  evaluateRule,
+  evaluateApplicationRules,
+  type EvaluatedRule,
+  type QuestionType,
+} from '~~/shared/application-rules'
+
+describe('evaluateCondition', () => {
+  it('handles presence operators', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_answered' }, 'hi', 'short_text')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_answered' }, '', 'short_text')).toBe(false)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_unanswered' }, undefined, 'short_text')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_unanswered' }, '  ', 'short_text')).toBe(true)
+  })
+
+  it('text equals/contains are case-insensitive and trimmed', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'equals', value: 'Yes' }, ' yes ', 'short_text')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'not_equals', value: 'Yes' }, 'no', 'short_text')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'contains', value: 'react' }, 'I love React', 'long_text')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'not_contains', value: 'react' }, 'Vue only', 'long_text')).toBe(true)
+  })
+
+  it('not_equals treats an unanswered field as not equal', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'not_equals', value: 'Yes' }, undefined, 'short_text')).toBe(true)
+  })
+
+  it('single-select membership', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_one_of', value: ['A', 'B'] }, 'a', 'single_select')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_not_one_of', value: ['A', 'B'] }, 'C', 'single_select')).toBe(true)
+  })
+
+  it('multi-select set operators', () => {
+    const val = ['React', 'Node']
+    expect(evaluateCondition({ questionId: 'q', operator: 'includes_any', value: ['node', 'go'] }, val, 'multi_select')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'includes_all', value: ['react', 'node'] }, val, 'multi_select')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'includes_all', value: ['react', 'go'] }, val, 'multi_select')).toBe(false)
+    expect(evaluateCondition({ questionId: 'q', operator: 'includes_none', value: ['php'] }, val, 'multi_select')).toBe(true)
+  })
+
+  it('number comparisons', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'gte', value: 5 }, 5, 'number')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'lt', value: 3 }, 5, 'number')).toBe(false)
+    expect(evaluateCondition({ questionId: 'q', operator: 'gt', value: 2 }, '5', 'number')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'gt', value: 2 }, 'abc', 'number')).toBe(false)
+  })
+
+  it('date comparisons', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'date_before', value: '2026-01-01' }, '2025-06-01', 'date')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'date_after', value: '2026-01-01' }, '2025-06-01', 'date')).toBe(false)
+  })
+
+  it('checkbox and file operators', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_true' }, true, 'checkbox')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_false' }, false, 'checkbox')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_provided' }, 'doc-id', 'file_upload')).toBe(true)
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_missing' }, undefined, 'file_upload')).toBe(true)
+  })
+
+  it('treats a deleted (unknown-type) question as non-matching', () => {
+    expect(evaluateCondition({ questionId: 'q', operator: 'is_answered' }, 'x', undefined)).toBe(false)
+  })
+})
+
+describe('evaluateRule matchType', () => {
+  const types: Record<string, QuestionType> = { q1: 'short_text', q2: 'number' }
+
+  it('ALL requires every condition', () => {
+    const rule = {
+      matchType: 'all' as const,
+      conditions: [
+        { questionId: 'q1', operator: 'equals' as const, value: 'yes' },
+        { questionId: 'q2', operator: 'gte' as const, value: 3 },
+      ],
+    }
+    expect(evaluateRule(rule, { q1: 'yes', q2: 5 }, types)).toBe(true)
+    expect(evaluateRule(rule, { q1: 'yes', q2: 1 }, types)).toBe(false)
+  })
+
+  it('ANY requires only one condition', () => {
+    const rule = {
+      matchType: 'any' as const,
+      conditions: [
+        { questionId: 'q1', operator: 'equals' as const, value: 'yes' },
+        { questionId: 'q2', operator: 'gte' as const, value: 3 },
+      ],
+    }
+    expect(evaluateRule(rule, { q1: 'no', q2: 5 }, types)).toBe(true)
+    expect(evaluateRule(rule, { q1: 'no', q2: 1 }, types)).toBe(false)
+  })
+
+  it('an empty condition list never matches', () => {
+    expect(evaluateRule({ matchType: 'all', conditions: [] }, {}, types)).toBe(false)
+  })
+})
+
+describe('evaluateApplicationRules ordering', () => {
+  const types: Record<string, QuestionType> = { q1: 'single_select' }
+  const rules: EvaluatedRule[] = [
+    { id: 'r1', name: 'Disabled reject', enabled: false, matchType: 'all', action: 'rejected', conditions: [{ questionId: 'q1', operator: 'is_one_of', value: ['No'] }] },
+    { id: 'r2', name: 'Reject no', enabled: true, matchType: 'all', action: 'rejected', conditions: [{ questionId: 'q1', operator: 'is_one_of', value: ['No'] }] },
+    { id: 'r3', name: 'Advance yes', enabled: true, matchType: 'all', action: 'interview', conditions: [{ questionId: 'q1', operator: 'is_one_of', value: ['Yes'] }] },
+  ]
+
+  it('returns the first enabled matching rule', () => {
+    expect(evaluateApplicationRules(rules, { q1: 'No' }, types)).toEqual({ ruleId: 'r2', ruleName: 'Reject no', action: 'rejected', matchedQuestionIds: ['q1'] })
+    expect(evaluateApplicationRules(rules, { q1: 'Yes' }, types)).toEqual({ ruleId: 'r3', ruleName: 'Advance yes', action: 'interview', matchedQuestionIds: ['q1'] })
+  })
+
+  it('skips disabled rules and returns null when nothing matches', () => {
+    expect(evaluateApplicationRules(rules, { q1: 'Maybe' }, types)).toBeNull()
+  })
+})