Selected work
A small number of engagements at a time, each one senior-led. We name clients in conversation, with their permission.
A heritage garment manufacturer, US
Turning decades of design and production archives into a working dataset: tech packs read by AI, production specifications predicted from design intent, and knowledge that lived in a few heads made durable.
Engagement focus: archive digitization, production-spec prediction, dataset design.
A family industrial group, US
Agent systems for deal origination and creative production: a deal scout that reads the market, a studio pipeline, and a knowledge brain built over decades of archives.
Engagement focus: three agent systems, delivered into daily use.
Executives and builders
Curriculum and hands-on training that takes leadership teams from AI as a slide to AI as a working system, drawing on teaching that began at Stanford.
Engagement focus: executive sessions, builder training, curriculum design.