Your AI Product Needs a Model Exit Plan
Design AI products so model changes, fallbacks, routing, pricing, and provider outages do not break the workflow.
Tag
ai consulting
Essays
Forward-Deployed Engineering Is the AI GTM Loop
Why AI companies need builders close to customers: embed, ship, measure, learn, and productize.
Projects
AI Consulting Operating System
A repeatable delivery system for turning AI consulting engagements into discovery playbooks, prototypes, evaluation loops, and client-ready implementation plans.
Research, product strategy, system design, implementation