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Preparing your experience
Preparing your experience
Named, teachable frameworks for building AI systems that actually work in production. Based on a decade at Google, Meta, Microsoft, and startups.
Three metrics that tell you if your RAG system is actually working
Most teams measure RAG systems wrong. This framework shows the three metrics that actually matter: freshness, faithfulness, and footprint.
Bronze, silver, gold: a practical framework for AI safety in production
AI safety doesn't have to be all-or-nothing. This framework provides a three-tier approach to safety SLOs that scales with your product maturity.
How to ship AI products without breaking things
Most AI products fail because teams try to run before they can walk. This framework provides a three-phase deployment ladder that reduces risk while maintaining velocity.
I'm available for advisory work, speaking engagements, and consulting on AI product strategy.