// resources
Resources
Short, concrete reads on the groundwork for AI. No hype, no generic playbooks. The same point of view that runs through the assessment: where you actually stand, how far each function can go, and what to get right before you automate.
// framework
The four AI modes
M1 to M4: a plain map of how far AI can run each part of your business, and what each step actually takes to reach.
Read → // methodThe 5-step framework
Landscape, direction, deep dives, plan, execution. How the five steps build on each other into a plan you can start Monday.
Read → // groundworkData as the groundwork
Most AI projects fail on data, not technology. How to route your knowledge to the right store before you automate.
Read → // pitfallsEight mistakes to avoid
The errors that sink AI adoption, from skipping the groundwork to putting everything in a vector database.
Read →