Everything I've made.
YouTube, Substack, playbooks, and demos — all in one place.
Required Skills for AI Transformation
4 phases of AI implementation and what leaders need at each — business redesign, scoping, delivery, scale.
Uber's Genie — 0 to 1
How Uber scoped, built, and scaled their internal GenAI copilot.
Multi-Agent Systems Foundations
Architecture patterns, failure modes, and when multi-agent makes sense in enterprise.
Build vs Buy: The Real Framework
When to buy off-the-shelf, when to build custom, and how to make the economic case.
AI Agent Risks Nobody Talks About
The real failure modes of agentic systems in production — not the hypothetical sci-fi ones.
Human-in-the-Loop AI Workflows
Practical patterns for keeping humans in the loop without killing automation ROI.
AI Use Case Scoping Playbook
Step-by-step framework for scoping and prioritizing AI use cases by ROI before writing a line of code.
Enterprise Incident Triage — Live Demo
Compound AI system for manufacturing incident triage. Built in raw Anthropic SDK with evals.