ServicesAI

Custom AI Integration

We add assistants, search over your own documents, automations and agents to the product you already have. Grounded answers, guardrails, evaluation and monitoring, with your data staying under your control.

  • 4-12 weeks per feature

01 — Engagement

Deliverables
  • Use-case selection and feasibility review
  • Integration design: models, retrieval, tools, permissions
  • Production implementation inside your codebase
  • Evaluation suite, monitoring and a runbook
What you get
  • An AI feature your users can rely on
  • Provider-independent integration
  • Evaluations that catch regressions
  • Cost and quality monitoring
What we need from you
  • Access to your codebase and data
  • Example conversations or documents
  • Someone who can judge a good answer from a bad one

02 — Timeline

Timeline
4-12 weeks per feature

Get in touch about Custom AI Integration

Questions

Which models can you work with?

Claude, OpenAI, Gemini and open models such as Llama through a provider-independent gateway, or a private inference stack if your data can't leave.

Do you build agents?

Yes, with permissions, approval checkpoints and audit built in. Our own product Cairn is how we think about governed agent work.

Start the conversation.

A few lines about the project is enough. We come back with questions, then a written scope.

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