Strategic Theses

Wharton MBA-informed frameworks

Long-form strategic analyses combining Wharton MBA frameworks with 23+ years of practical product experience across global retail, Parsons, Gartner, and as an angel investor.

The AI Evolution: A Playbook for Architecting Global-Scale Systems

Scaling systems from analytics foundations to grounded agents—architecture, economics, and governance as one spine.

20 min read

Smart Mobility & IoT: Building $100M+ Product Lines

Strategic product development in emerging tech verticals. How to drive 25%+ EBITDA margins through product-market fit and GTM excellence.

14 min read

Enterprise AI Adoption: Bridging Hype vs Business Value

The real challenge in GenAI isn't technology - it's bridging AI hype with business value. Insights from Google Cloud GenAI certification and real-world deployments.

12 min read

Product Incubation at Scale: New Product Development Frameworks

From founding a smart home startup to incubating AI products at enterprise scale. A systematic approach to identifying and launching new product lines.

16 min read

AI Platform Economics: Scaling to $B+ Impact

Business cases, pricing strategy, and roadmaps that generate $1B+ in value. Building partnerships that enable first-in-industry predictive capabilities.

18 min read