We build AI systems
that actually run.

Cairn started because we kept seeing the same pattern. Businesses would spend months evaluating AI tools, sit through demos, maybe run a pilot, and end up with a slide deck and nothing in production. 95% of AI pilots fail to reach deployment. Not because the technology doesn't work, but because nobody bridges the gap between “this is possible” and “this is running inside our business.”

That's what we do. We assess where AI agents fit in your workflows, build custom systems integrated into your actual tools (your CRM, your documents, your data) and make sure they keep running. No templates. No generic chatbots. Production systems built for how your team actually works.

We work with businesses in regulated industries: healthcare, legal, and finance, where data safety isn't optional. We understand HIPAA, BAA requirements, and zero-data-retention architectures. When we say your data is protected, we can show you exactly how, with source-verified compliance documentation.

We're small by design. Every engagement is hands-on, from the initial assessment through deployment and ongoing support. We'd rather do exceptional work for fewer clients than scale and let quality slip. If an agent isn't the right solution for your problem, we'll tell you that too. Read what we've written, or get in touch.