Practical workbook · Publication 01
AI Workflow FoundationsFrom Prompt to Pilot
AI Product Manager Learn-by-Doing Series
A learn-by-doing workbook for product managers moving from prompting to grounded workflow design, evaluation, prototyping and pilot readiness.
View on Google BooksAbout the publication
Long-form material built to be used, not merely read.
The book turns AI product practice into a structured operating rhythm: identify the workflow, ground it in evidence, evaluate output quality, prototype the experience and define the conditions for a responsible pilot.
It is designed as a working book rather than a passive read, with exercises and artifacts that help a product manager make the reasoning visible as the workflow evolves.
AI workflowsGroundingEvaluationPrototypingPilot design
Inside the book
A learning sequence from workflow selection to pilot readiness.
- 01Workflow foundations
- 02Grounding with evidence
- 03Evaluation
- 04Prototype and human review
- 05Metrics, scope, risk and pilot readiness
Digital companion
Interactive Week 1 digital workbook
A browser-based companion that turns the first week of the workbook into an interactive product experience with saved inputs, artifacts and pilot feedback flows.
The series
Book 1 is the foundation for a six-book product-management learning system.
Books and products meet in the same place: turning an ambiguous problem into a model that someone else can understand, inspect and use.
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