We are a small group of AI engineers and product builders. We construct harnesses and agents around frontier LLMs, integrate them into real operations, and ship products people depend on — training custom models where they earn their keep. Our work spans law, real estate, finance, and matters of the heart.
- I LLM Harnesses — Evals, guardrails, control surfaces.
- II Agents & Product — Retrieval, orchestration, tool use.
- III Deep Integration — Fitted inside your operations — custom models when needed.