Brainis

Agent Fleet

Many models. One employer.

Claude, GPT, Codex, and specialist models do the work. Brainis owns the plan, the context, the permissions, the budget, and the verification. That order matters more than any model choice.

Problem

A wrapper with vibes, or a demo.

Give an agent your whole database and hope? A wrapper with vibes. Agents with no access to anything real? A demo. The industry keeps shipping one or the other.

Mechanism

Mission to verified output, plainly drawn.

MissionDispatcherCapability RouterProvider AdapterIsolated RunMCPOutputVerify

Providers appear as equal small worker badges. They’re excellent workers. They’re not the operating system.

Anatomy

A run record.

Run record

input contract
the mission's task, scoped
state/context version
pinned at run start
model + version
whichever worker fit the job
tool calls
each grant-checked
checkpoints
recorded as they happen
cost
in AI credits
duration
recorded
verdict
from Verify

Worked example

Aster’s launch: five workers, one employer.

ResearchReasoning agent (Claude)
BuildCoding agent (Codex)
CopyCreative agent (GPT)
Evidence reviewIndependent verifier (different model family)
Partner callsThe founder

Zero Brainis staff.

Control · the doctrine

No agency inside.

Delivery is your team plus governed agents, end to end. No Brainis employee executes customer work — which also means nobody backstage is quietly fixing agent output to make the demo look good. When the AI can’t do something, you refer it to us and we build the capability into the product. Our anti-agency metric is public: referrals per company must trend toward zero.

Isolation classes per task type (data / code / browser / comms / finance) · leases and idempotency, in one honest paragraph: a run either completes exactly once or is safely retried, and providers hold no durable credentials.

UnderstandDecideDeliverVerifyLearn

Agents execute what missions define; Verify checks what they produce.

Hard question

What if a provider goes down — or gets worse?

Work routes to the next eligible worker; capability scores update from verified results, not vendor marketing. Providers are replaceable by design — that’s what “workers, not the OS” buys you. Your state, missions, and history never live in any provider.
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