The building blocks of an enterprise adoption framework for agentic coding — technical training, adoption playbooks, governance policies, industry analysis, proposal templates, and practical workflows. From understanding how AI agents work to rolling them out across teams. Built for leaders driving adoption.

GitHub Copilot Insights helps organizations understand and optimize their AI-assisted development adoption. Upload your GitHub Copilot usage metrics and instantly visualize comprehensive analytics including user adoption patterns, code acceptance rates, AI model performance, and programming language distributions.

Org-wide AI adoption package: declarative Copilot agent + proactive Teams nudges + curated content library, segmented by persona and maturity. Centralized planning, evergreen reach. Built for adoption leads, comms, and champions to land AI literacy at scale.

Complete back-to-work campaign for Microsoft 365 Copilot — 30 workdays of daily prompts, historic events, and gamified medals to re-engage your org with AI in the new year. Three deployment paths, full Power Platform solution, ready in <20 minutes.

Practitioner toolkit — templates, worked examples, and step-by-step guides for adopting LC-OS in your AI workflows.

31-day declarative Copilot Chat agent dropping a daily prompt example with a fun historic fact, ending with a personalized medal. Onboards entire organizations to Copilot Chat without PAYG or extra licensing. EN + DE sources included.

The open-source methodology core for corporate AI adoption.

Data-driven strategy for GenAI integration. Analysis of 100k companies reveals that strategic alignment, not budget size. drives successful AI adoption. Features ML clustering, XGBoost classification, and BERT sentiment analysis

An AI-powered tool that analyzes workflows, identifies inefficiencies, and suggests automation opportunities using Large Language Models.

Foundational learning path on Microsoft 365 Copilot Chat for end users — basics, responsible-AI considerations, and how to actually use Copilot Chat well. Browser preview + SCORM export ready for any LMS. Fully customizable source files included.

Guided storytelling assistant for Microsoft Copilot Create. Turns slides, briefings, or rough ideas into a Create-ready storyboard with scene structure, production notes, and audience-tuned messaging — so end users get from idea to finished video in minutes.

Industry-level AI adoption metrics across European economies (2016–2024), derived from LLM-based analysis of firm websites. Covers Belgium, France, Germany, and Luxembourg in NACE Rev. 2 and NAICS 2022 classifications.

The IRB-approval research proposal for my dissertation: the methodology, instrument design, and analysis plan submitted to the university board to gain authorization to recruit participants and conduct the study. A required step before the field research and the dissertation itself can proceed.

eduai-friction is a package promoting informed discussions around AI in education by analyzing "Four Frictions" and providing actionable steps.

The PAST Framework — Strategic AI adoption methodology. Purpose, Audience, Scope, Tone.

This repository contains the full reproducibility package for the paper: “When Firms Fail to Adopt: Network-Mediated Survival under AI and General-Purpose Technologies” (Diego Vallarino, 2025).

Danielle Vantini — documented AI adoption history dating to 2018. Non-technical founder, AI leader, entrepreneur.

Practitioner notes & decision guide for Microsoft Copilot Cowork (Frontier). Hands-on comparisons across Chat, Skill, Agent Builder, Declarative Agent, and Custom Agent — plus a guide on porting Anthropic-style skills to Cowork Custom Skills.

Technical showcase of the SCALE FACTOR™ Assessment methodology - a proprietary scoring framework for measuring AI infrastructure readiness across 7 critical dimensions. Includes scoring logic, sample architecture, and risk calculation algorithms.

Copilot agent that translates Copilot Studio localization files (JSON & RESX) — fast, structure-safe, with built-in validation. Speeds up multi-language agent rollouts without breaking tokens, variables, or schema. Free tooling for builders shipping global agents.