AI SYSTEMS THAT SHIP // MMXXVI
From mosquitoes to moonshots
Edge AI in harsh terrain. $60M in global health. 300+ federal use cases.
Now mapping the question that won't let go: why can organizations generate everything but ship nothing?
Previous Chapter
AI That Ships to the Real World
Nine years from edge devices in harsh terrain to production GenAI at federal scale — a mosquito-trapping robot, a $60M AI for Health program, and 300+ use cases that earned a Fast Company World Changing Idea Award.
Current Focus
Making AI a Teammate That Ships
Mapping how AI stops being a chatbot you babysit and starts being a colleague that closes loops — across tools, across teams, across the trust gap between generation and verification.
Useful AI balances voice, verified evidence, and execution in real workflows.
Aligns outputs to organizational voice so they feel native, not generic.
Grounds responses in verified and proprietary sources to reduce hallucination.
Turns intelligence into deterministic next steps inside the user's workflow.
2021
Microsoft Premonition: a biothreat detection platform securing multi-million government contracts for disease early warning.
2020
Architected a global program tackling child mortality, infectious disease, and health equity through accessible AI.
The Technologist "Technical depth with storytelling agility. Nuanced narratives grounded in scientific truth." Ethan Jackson, Senior Director, Microsoft
The Humanist "Understands complex problems and explains them in terms people can act on, with social good in view." Juan Lavista Ferres, Corporate Vice President, Microsoft AI for Good Lab
Portfolio
Each applies the same thesis: verified evidence, real workflows, outcomes that ship.
Health AI
Evidence-grade AI for women's health. Turning 17-year diagnosis delays into months through autonomous research synthesis.
Career AI
Career transition intelligence. Navigate layoffs and pivots with AI that understands your skills, market gaps, and next moves.
Governance
Board-as-a-Service for the GenAI era. Strategic governance for founders building in regulated, high-stakes domains.
Strategy
Software 3.0 strategy for the C-suite. A codex of post-agentic terminology, architecture patterns, and executive frameworks.
Three bets on what comes next.
Value shifts from making content to closing loops across people, systems, and decisions.
Breakthroughs will come from turning fragmented data into validated, decision-ready action.
The winning products will serve humans and agents through shared context, executable workflows, and persistent memory.