Practical notes for putting technology to work

How to scope an AI proof of concept that can work in one to two weeks

A practical guide to scoping a small, testable AI proof of concept in one to two weeks when the use case, sample data, access, and reviewer are ready. A working POC is not a production deployment.

A two-week AI proof of concept is possible when the problem is narrow, the inputs are available, and someone can judge the output. The work is about proving one useful behavior, not pretending a prototype is production.