We engineer constrained AI applications designed for mission-critical operations. No open-ended unpredictability, no data leakage, and zero invented commercial facts.
All AI interactions execute through isolated server-side Route Handlers. Private model keys and credentials never touch the browser bundle.
Model responses are bound to strict Zod schemas with defensive parsing. Unrecognized entities or hallucinated IDs are dropped at the API boundary.
Calibrated confidence thresholds ensure high-risk actions or ambiguous documents always require explicit human operator review before committing.