ai-adoption

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.

AI原生组织（AI-Native Organization）— 免费开源书籍，持续更新

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.

Agent skills for navigating AI transformations in enterprises.

Respect your git work with real metrics - A CLI tool for developer productivity analysis

A practical blueprint for configuring Microsoft 365 Copilot Cowork for real work. Tested prompts, custom skills, playbooks, and templates — including the Compass, cloning your own thinking into the assistant so its output carries your judgment.

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.

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

Agent skill for designing maintainable internal AI enablement portals — runtime-agnostic, refusal-first, encoded from real production experience

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.

成果実装 ── FDEが示す、AIで「作る」が終わった世界の価値のありか / The Forward Deployed Shift — Where Value Survives When "Building" Is Over

Public, sourced classification of AI adoption across 84 institutional investors. Agent-drafted, human-verified, with the disagreement rate published.

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.

The open-source methodology core for corporate AI adoption.

Studying how generative AI moves from work adoption into routine use, AI-assisted working time, and self-reported time savings in the United States.

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

没跑过 = 不出厂。no eval, no ship.

What an enterprise AI deployment actually costs. A runnable cost model that answers one question before you sign: at what probability of success does this purchase break even? Plus eleven questions for the vendor.

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.

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.