Catalyst query tool, now in private beta

Catalyst is about giving agents memory. This release puts that memory directly in your hands: a query tool that turns a plain-language question into a structured, sourced answer over everything you've ingested.

What's new

You can now query your personal datalake the same way an agent does — type a question, see the records it pulled, and trace every answer back to its source. No SQL, no schema spelunking.

Under the hood it's the same retrieval path our agents use, so what you see in the tool is exactly what an agent reasoning over your context would see. That parity matters: debugging an agent's answer becomes as simple as running the query yourself.

Getting access

Private beta is rolling out to existing Catalyst design partners first. Get in touch if you'd like an invite.