AI agents that do real work, not just chat
We put large language models where they create value: answering customers from your documents, looking up orders, drafting quotes, with people approving the steps that matter.
What you get
Grounded answers
Answers from your documents with sources, handing off to a person when unsure.
Agents that act
Calls APIs, queries systems and files tickets within the limits you set.
The right model
Balances quality, speed and cost across models.
Honest limits
You know what AI does well, where it fails and where data goes.
A good fit when you
Get hundreds of repeated questions every day
Want AI features in your existing product
Want to try AI on a small task before going big
Stack we often use
- Claude
- OpenAI
- Gemini
- LangGraph
- pgvector
- Python
- TypeScript
Goes well together
Start with a conversation
Tell us what you need. We reply by email with a few questions and the next step.
