Product Operating System
Stakeholder Alignment
Frame Problem
Map Constraints
Validate Signal
Key Trade-offs
Design
Solution
Ship & Iterate
Core Principles
Regulation Aware
Build with compliance as a first-class citizen, not an afterthought.
Stage: 0→1
Data Focused
Role focused (Ops): Contextualize risk, Bulk displaces.
Stage: 0→1
ML as Leverage
Combined Risks, Bulk privacy. Next Steps: Adaptive thresholds.
Stage: 0→1
Metrics over Narratives
Decisions backed by data, not just storytelling.
Stage: 0→1
Systems Thinking
See the whole, design for interdependencies.
Stage: 0→1
Key Philosophy
Despite deployment with aggregate imperfection, a timely product shipped is better than a perfect product stuck in planning. Move services for Price & agency to Set with clear values.