Savants

Ship AI-assisted workflows that feel obvious in the UI: fast inputs, clear states, and guardrails - not a demo that falls apart under real traffic.

A React and TypeScript client on Redux for predictable state, Supabase for auth and data access patterns the team could audit, Tailwind for velocity, and OpenAI behind explicit, reviewable prompts - so smart features stayed observable and testable.

AI products fail in the margins: retries, partial responses, and permission boundaries. We optimized for traceability and rollback - the same bar we hold for any production system.

A calmer release cycle for AI features, fewer mystery bugs in production, and a foundation the client could grow into - new models and policies without rewriting the whole app.