Back to Research Hub
Topic collection
AI proof of concept development
A complete enterprise guide to scoping, running and evaluating an AI proof of concept with measurable success criteria.
Executive answer
Scope an AI proof of concept around one business decision, a representative workflow and a measurable baseline. Agree success and stop conditions before testing, then compare results against the current process rather than a vendor demonstration.
- Name the business owner and decision the POC must resolve
- Define representative data, permissions, baseline and acceptance thresholds
- Record costs, failure cases and a go, revise or stop decision