What you just watched

Four things happen in every run. None of them is left to the model's good intentions.

1. The task is staffed

   One planning call profiles the task, breaks it into subtasks with dependencies, and hires the smallest crew that covers them.

2. Turns are routed

   A speaker selector follows hand-offs, then requests, then the dependency graph. You see who speaks next, and why.

3. Numbers are measured

   Word counts, tallies and arithmetic come from tools. The server stamps the real output on the message, so a claim can't pass as a measurement.

4. It stops on evidence

   The Leader scores coverage and consistency. The run ends when two evaluations agree, or it tells you plainly what is unresolved.

A new architecture for collaborative reasoning

The hardest problems have never been solved by one mind working alone. Cosmic is modelled on how the best human teams operate: a lead who sets direction, specialists who own their part, disagreement in the open, shared notes, and a clear moment when the work is done. It is our attempt to bring machines as close as they can get to a live human team.

Any task

Every crew is designed from scratch for the request in front of it. No fixed roles, no templates: a story gets a plot designer and an editor, a migration gets an architect and a reviewer.

Any model

Model-agnostic from the ground up. Each role can run on a different model from a different lab, so the whole crew gets better the day a better model ships.

Any tool

Agents already reach for live web search and exact computation. The same interface is built to extend to your own APIs, your data and the growing MCP ecosystem.

One answer

However many minds work the problem, you receive a single coherent answer, together with the full record of how it was reached.

• It works the way great teams do.

  Hand-offs, second opinions and honest disagreement, settled in the open instead of buried inside one model's answer.

• It remembers like a team.

  Not like a transcript. Decisions are written down and stay binding, the brief stays in view, and the conversation moves on without losing what was agreed.

• It knows when it is done.

  Progress is scored as the work unfolds, and the crew stops when the evidence says the answer is ready, not when it runs out of words.

Bring it your hardest problem

Pick one and it launches in the demo, or bring your own. The crew is built for the task: a story gets a plot designer and an editor who measures the length, a rota gets a scheduler and a verifier who counts.