Four ways I work
Pick the lane that matches your problem. Each lane links to production evidence and deeper pages where the overlap is high.
Commercial wedge
Commercial wedge & GTM
Build the first real product-market argument for feedstock × product × buyer.
Decision infrastructure
Decision infrastructure
Structured pathways, assumptions, evidence order, and kill criteria.
Regulatory & compliance
Regulatory, compliance & AI governance
Rules as competitive infrastructure — across materials regulation, privacy, and AI governance.
Builder & AI systems
Builder & systems — production AI and analytics
Production AI, agentic workflows, and analytics where the numbers and behaviors must hold.