Systems that survive contact with production.
LLM applications, AI agents, and RAG pipelines delivered as production code with evaluation harnesses and documentation — not a notebook that worked once.
What we build.
Document processing, drafting, analysis, and decision support — grounded in your data, measured against your quality bar.
Bounded autonomy with explicit escalation paths. Every action logged; every exception routed to a human.
Permission-aware retrieval over your knowledge base. Answers carry citations; access control carries through.
Forecasting, classification, and anomaly detection where a fitted model beats a prompted one.
Ship in cycles, not phases.
Architecture, data flow, and eval design agreed with your security and platform teams before code.
→ Output: solution blueprintWorking software every cycle — deployed to your environment, tested against the eval harness.
→ Output: production systemLoad, cost, and failure modes exercised. Runbooks written. Your team trained to own it.
→ Output: operations runbook