This service is for founders, investors, venture studios, accelerators, and technical leaders who need to know whether an AI-heavy technical claim is real, scalable, defensible, and worth further investment.

I can assess: • whether the technical claim is plausible • model, data, and evaluation risks • architecture quality • engineering complexity • research risk • prototype credibility • build-vs-buy tradeoffs • whether the roadmap is realistic • what should be validated before investing more money or engineering time

Possible outputs: • technical review call • written diligence memo • architecture/risk review • prototype feasibility assessment • recommended validation plan • red-flag analysis