Three shapes of engagement.
Every engagement is one of three shapes: bring AI into the business you already run, build AI-native features for your users, or level up the team and the plan. Pick the one that matches where you are. They compound.
AI Implementation
Get AI into the business you already run.
For operators and CTOs stuck in pilot purgatory, where the budget got approved, the vendor got picked, and eight months later nothing is in production. This is about finding the two or three workflows where AI actually moves the P&L, and shipping them.
AI Product Development
Ship AI-native features your users pay for.
For product teams building AI features, agent capabilities, or exposing MCP endpoints and agent-ready APIs. Draws on 18 MCP servers in production, one now handling 100k requests a day. The failure modes are known, not theoretical.
AI Strategy & Training
Level up the team, and the plan.
For leaders who need an AI strategy that holds up in front of a board, and teams that need practical fluency, not another slide deck. Opinionated, applied, taught by someone who's shipped the thing.
Have an AI project that has to actually work?
Start with a 30-minute consult. $20, refunded if it isn't useful. Bring your worst architecture decision, a stalled rollout, or a demo you can't put in front of customers. You'll leave with a plan.