Keep your framework. Add trust underneath.
Cerebrum lets you build autonomous workflows with identity, scoped authority, coordination and verifiable evidence, without replacing your AI framework. The framework keeps doing what it does. Cerebrum makes what it does accountable.
A workflow you can trace step by step.
The framework runs the workflow. Cerebrum puts an identity on every agent, a grant on every action and a record under every step, including the one that was refused.
- planagent-underwritingidentity bound
- toolcredit.checkgrant spent
- toolkyc.lookupgrant spent
- contextprior_decision_44attributed
- decisionapprove 42,000recorded
- refusedexceeds grant limit of 25,000refused before execution
Illustrative trace, not a screenshot
Frameworks solved execution. They did not solve accountability.
Your framework alone
It runs the workflow
- Agents act under whatever credentials the process was started with.
- Delegation between agents is not tied back to a person.
- The trace lives in the framework's own logs.
Your framework with Cerebrum
It proves the workflow
- Every agent has its own identity, carried through delegation.
- Every action runs under a scoped grant, and overreach is refused before it runs.
- Agents coordinate through attested events.
- Every step lands in the same evidence record as the rest of the platform.
Three things change. Your code does not.
No rebuild
Cerebrum hooks into the framework you already use. The orchestration stays yours.
Authority per step
Each action runs under a scoped grant, so a workflow that overreaches is stopped at the step, not found in a post-mortem.
Evidence by default
Every run produces a record that holds up to someone who was not watching it happen.
Frameworks, authority and evidence, answered.
What platform teams ask before adding a trust layer under agents they already run.
What is Cerebrum?
Cerebrum lets you build autonomous workflows with identity, scoped authority, coordination and verifiable evidence without replacing your AI framework. It adds the Weilliptic platform underneath the framework you already use, rather than asking you to rebuild on a new one.
Do I have to replace my agent framework to use Cerebrum?
No. Cerebrum hooks into existing agent frameworks, so the orchestration you have built stays as it is and the trust layer is added underneath.
What does Cerebrum add to a framework?
Every agent gets its own identity, every action runs under a scoped grant, agents coordinate through attested events, and every step produces verifiable evidence. The framework handles execution; Cerebrum makes that execution accountable.
What happens when an agent exceeds its authority mid-workflow?
The step is refused before it executes rather than discovered afterwards, and the refusal is recorded as part of the workflow's evidence. The rest of the trace shows exactly how the agent reached that point.
How does Cerebrum relate to Codensics?
They cover different kinds of agents on the same platform. Codensics covers coding agents working in developer tools. Cerebrum covers agents built on frameworks for everything else, such as underwriting, support or operations, and both write to the same record.