Specialist AI brains — one question, one answer
ONE QUESTION.
MANY EXPERTS.
Ask anything once. Icaruz sends it to specialist brains — security auditors, framework experts, domain researchers — and combines their answers into one clear response. Run the same question again and you pay less, not more.

Expert networks shouldn't
rebill context
Multi-expert agents fan out to N brains in parallel. Each call resends the same wiki articles as context — standard gateways bill that prefix N times. Icaruz separates stable wiki context from the volatile user question so BTL Runtime can cache, dedupe, and prove savings.
Not a base-URL swap. We structure prompts for prefix cache on mixture fan-out, aggregate per-brain economics into one receipt, and render every saving in the UI — not a spreadsheet.
Choose how you run mixture-of-brains
Self-host the stack, route through BTL Runtime, or deploy private specialist vaults with enterprise support.
Run Icaruz locally. Bring your own BTL workspace key.
Production mixture queries through BTL Runtime with prefix cache.
Private knowledge vaults, custom brains, and dedicated deployment.