Inside the book
A closer look.
From AI Promise to Operational Proof connects AI capability with the evidence an organization needs before it relies on a digital workforce. It examines workflow selection, operating contracts, context, inference, tools, authority, security, evaluation, economics, and the human work that remains.
A complete fictional case follows Harbor Service Partners through design, failure, testing, and a limited release. The book distinguishes recovered capacity from cash savings and shows how evidence changes an investment decision. A ninety-day plan and reusable worksheets help leaders translate the method into a bounded operation. This is an author-review edition; its worked examples are illustrative, not audited customer outcomes.