AI that survives contact with production
A demo is easy. A reliable, observable, cost-controlled AI feature is the hard part — and where we live.
What we build
- LLM applications — assistants, copilots, summarization, classification, extraction.
- Retrieval-augmented generation — grounded answers over your own data with citation and freshness.
- Agents & automation — multi-step workflows that take real actions behind guardrails.
- Vision & media intelligence — detection, recognition, and analytics on images and video.
How we de-risk it
We bring an evaluation harness from day one — measuring accuracy, latency, and cost on your data — plus monitoring, prompt/version management, and human-in-the-loop review where it matters.