4Organisation
Make AI useful. Then make it stick.
Practical notes from Kevin McDonnell on evaluating AI tools, building better habits, and moving productive practice from one person to a whole organisation.
AAUG 2026 · LATEST WRITINGB
Welcome to the new Mcd79
A new home for practical lessons about Copilot, agents, and useful AI adoption.
The value of Copilot is in the work
COPILOT · VALUECA practical map of agents in the Copilot space
COPILOT · AGENTSDWhy AI productivity needs a framework
ADOPTION · FRAMEWORKBuild at the level where change happens.
The AI Productivity Framework separates four different adoption problems, from personal practice to organisational change.
Why the framework mattersBUILD SEQUENCE4 LEVELS / 1 PRACTICE
Broader context
3Department
2Team
1Personal
Begin with the work
The parts library
Different formats. One body of practical knowledge.