What we build

AI & ML integration

We integrate AI and machine learning into software that already has users and already carries load. Every model is measured against a plain baseline, and we ship only the part that beats it. Where a wrong answer moves money, the access scope, guardrails, and audit trail are the work - not the demo.

← All services

AI inside production systems

Order prediction, abandoned-cart recovery, and route optimization built into a platform serving 100+ enterprise clients - wired into the workflow, not a sandbox.

Governed retrieval (RAG)

Retrieval over your data with the access controls and audit trail that keep answers grounded and traceable back to a source.

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 & monitoring

The data, training, and monitoring pipeline that keeps a model honest after launch, and catches drift before your users do.

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

Have a project in mind?

Start a project →