Learn

AI reasoning

Agent swarms that plan, decide, and collaborate over your knowledge — the cognition layer of the operating system.

What it is

The concept, in plain terms

This is the thinking layer. Specialist agents decompose a goal, plan steps, weigh policy and risk, and collaborate in swarms — with a facilitator driving consensus.

It routes each task to the best-fit model and reasons over the knowledge and data layer beneath it.

Knowledge
runbook-incident.md cited
arch-overview.pdf cited
postmortem-2024.md cited
Why it matters

What you get from it

  • Reasoning, not just retrieval.
  • Handles complex, multi-step work.
  • A second opinion built in.

See ai reasoning on your own data

Book a walkthrough and we'll show this working against the systems and use cases that matter to you.