Research
Original Research & Analysis
Long-form research at the intersection of AI, product management, and Life Sciences & Healthcare.
First Principles of Building AI Products: What Most PMs Get Wrong
The foundational mistakes — and how to avoid them.
MLOps for Product Managers: What You Need to Know
The operational side of AI that most PMs ignore.
Research Preview: Cross-Industry Patterns in AI Product Management
Patterns from building across healthcare, fintech, edtech, and enterprise.
First Principles of Data Strategy
How to think about data as a product, not a byproduct.
Understanding AI Inference Costs at Scale
The economics of running AI in production.
Why Domain Expertise Beats Model Performance
The counterintuitive truth about what makes AI products work.
First Principles for Product Managers
A structured approach to rebuilding your PM mental models from scratch.