What we build

AI & ML integration

We integrate AI and machine learning into software that already has users - LLM features, governed retrieval, agents, and ML pipelines. Every model is measured against a plain baseline, and we ship only the part that beats it. No demos that fall apart in production.

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LLM features & agents

Assistants, copilots, and agents scoped to a real task and wired into your product, not a sandbox.

Governed retrieval (RAG)

Retrieval over your data with the access controls and guardrails that keep answers grounded and safe.

Evaluation & baselines

Every model is held to a baseline and an eval set before it ships, so you know the real lift you are buying.

ML pipelines

The data, training, and monitoring pipeline that keeps a model honest after launch, not just at the demo.

What you get

Yours to keep, and to run.

  • An evaluation harness and baseline you can re-run
  • Governed retrieval and access controls over your data
  • Monitoring for drift and degradation in production
  • A clear statement of what the model does - and does not - do
See the AI Proving Ground

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