We are building an agentic AI analytics platform for a crypto exchange where internal teams — Trading Ops, Risk, Compliance, Finance, Treasury, Product, Engineering — ask questions in plain English and get audited, citation-enforced answers.

It's built on five open-source components:



ClickHouse — data + vector + observability storage

Qwen 2.5...