AI Agents & Machine Learning

Production AI agents, RAG pipelines and LLM integrations — multi-agent systems built to run unattended.

Most AI projects die between the demo and production. The demo works because a human is watching; production fails because nothing handles the case where stage four returns malformed output at 3am. We build the second kind. That means structured contracts between agents, isolation so one failing stage does not corrupt a run, evaluation you can actually act on, and observability that tells you which step degraded rather than that the output got worse. We have shipped a nine-agent content pipeline that runs unattended and a document-AI system operating inside a licensed, regulated profession.