Systems that survive contact with production.
We deliver LLM applications, AI agents, and RAG pipelines as production code with evaluation harnesses and documentation, rather than as a notebook that worked once.
What we build.
Document processing, drafting, analysis, and decision support use your data and are 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