Release Complete
AI Product Operating System v1 is complete
This version documents the end-to-end decision system I use to evaluate, validate, prioritize, architect, and measure AI products.
Customer Discovery
Start with the customer and let evidence determine whether AI belongs in the solution.
Explore moduleValidation & Experimentation
Build evidence before confidence and reduce the most expensive uncertainty.
Explore moduleAI Prioritization
Prioritize AI where customer value, business value and execution readiness intersect.
Explore moduleRAG vs Agent
Choose the simplest architecture that reliably solves the customer problem.
Explore moduleRelease Notes
AI Product Operating System v1
Philosophy
Discovery
Validation
Strategy
Architecture
Measurement
Start Here
Recruiter-friendly learning paths
AI PM in 15 minutes
A focused introduction to the AI Product Operating System and the decision principles behind it.
Lead PM / Senior PM Review
Want to understand how I approach product strategy, discovery, validation, execution, and measurement?
Recruiter Quick Review
Short on time? These pages provide the quickest overview of my experience, product thinking, and business impact.
Why This Exists
Decision quality is the durable advantage
Most AI resources explain technology.
This Product Operating System explains how experienced Product Managers make product decisions.
The Four Pillars
The knowledge product structure
Decision Systems
Reusable product decision frameworks.
Decision Journals
Real product decisions with context, trade-offs and outcomes.
Operating Principles
The beliefs that guide every product decision.
Decision Toolkit
Practical canvases, scorecards and templates that support the operating system.
Release Status
v1 complete
AI Product Operating System
- Version
- v1.0
- Release Status
- v1 complete
- Completed Modules
- 7 / 7
- Decision Systems
- 6 complete
- Core Philosophy
- Customer value before AI novelty
- Audience
- Recruiters, hiring managers and product leaders
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