One method, five levels of responsibility
Every book applies the same four quadrants: Structure it, Understand it, Choose tools, Build it. What changes from Level 1 to Level 5 is who is affected when it goes wrong: at Level 1 only you, at Level 5 everyone who relies on what you run.
How to read the matrix
18 books
Showing one responsibility level.
Use
Get value from AI in your own work
| Track | L4IntegratorCompany or lab systems and real data are in the loop |
|---|---|
| Track 17Structure & understand | T17-L04Run a Pilot with Real Users and Real Data |
| Track 02Chat & assistants | T02-L04NEWA Self-Hosted Assistant Your Team Can Use Safely |
| Track 03Prompting & context | T03-L04Release Prompt Changes Through Review, Tests and a Way Back |
| Track 09Create media | T09-L04NEWTranscribe Recordings That Must Stay in the Building |
| Track 15AI in research | T15-L04Set Up AI for a Whole Research Group |
| Track 16Choose tools | T16-L04Replace a Tool Without Losing Your Work |
Build
Make something that runs
Run
Operate it yourself
| Track | L4IntegratorCompany or lab systems and real data are in the loop |
|---|---|
| Track 11Run your own AI | T11-L04Put Your Team's Assistant on a Server Colleagues Can Reach |
Govern & spread
Make it safe and make it stick
| Track | L4IntegratorCompany or lab systems and real data are in the loop |
|---|---|
| Track 12Security, privacy & governance | T12-L04Lock Down a Self-Hosted AI Service Before Real Data Goes In |
| Track 13Adoption & enablement | T13-L04Roll Out an AI Assistant to a Whole Department, With Access, Cost and Consent Settled First |
Every book keeps its address even while its title and content evolve.