business outcomes through AI
A working model for taking AI from intent to production: the capabilities a business needs, the layers that deliver them, and the constraints that bound them all. Not a generic maturity chart, and not finished. Like everything on this site it is a work in progress, a map I keep navigating and reshaping as the field moves and as new implementation patterns appear, readable from the business outcome at the top down to the platform that runs it.
Layered structure adapted from TOGAF, then shaped by operating-model designs and hands-on AI implementation across different industries and companies.