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AI Tooling & Integration

AI is only useful when it solves a real problem in your product or workflow. We build custom AI features that earn their place, language-model integrations, retrieval over your own data (RAG), and automation that removes manual work, with the engineering discipline to keep them reliable, secure, and affordable to run.

What you get

  • LLM-powered features wired into your product, chat, drafting, classification, search
  • Retrieval over your own documents and data, so answers are grounded in your content
  • Automation of repetitive workflows, with humans kept in the loop where it matters
  • Cost, latency, and accuracy treated as first-class concerns, not afterthoughts

How it works

  1. 1

    Frame the problem: We start from the outcome, not the model.

  2. 2

    Prototype: A quick, measurable proof that the approach works on your data.

  3. 3

    Harden: Evaluation, guardrails, cost controls, and monitoring before launch.

  4. 4

    Integrate: Shipped into your product on infrastructure you control.

Who it's for

Teams adding AI to an existing product, or businesses automating a workflow that’s currently manual, who want practical results over hype.

Frequently asked questions

Which models do you use?

Whatever fits the job and your constraints. We’re not tied to one provider, and we weigh capability against cost and data-handling needs.

What about our data privacy?

We design for it from the start: data residency, retention, and provider terms are part of the scoping conversation.

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