Use Cases
Cerebell fits anywhere agents rely on information that changes over time.
One read, one write, per turn. Same integration regardless of domain.
Voice AI · DIYAI
Live in production
DIYAI runs voice AI for home service contractors. Their agents handle real customer calls: scheduling, service history, dispatch decisions. A stale record on a live call means the agent says the wrong thing to a real person.
Cerebell replaced three separate systems: a vector database for storage and retrieval, a hand-maintained knowledge base for customer profiles, and the reinforcement learning loop that sat on top of both. One layer now handles storage, structuring, and evolution.
Real callers on the platform. The only variable is whether the agent reads current data or stale data.
Caller A / Org 1
Calls about a leak. Calls back the following week about summer service.
Without
The agent reopens the leak issue after the customer has already moved on.
With Cerebell
The agent starts from the current summer-service request, with the leak left in history.
Caller B / Org 2
Asks to get her pool ready, then says she does not want ongoing maintenance.
Without
The agent keeps treating her as a maintenance-plan lead on future calls.
With Cerebell
The declined-service preference is current, so the maintenance pitch stops.
Caller C / Org 2
Manages two properties with different equipment and different service instructions.
Without
The agent blends property details or makes her re-explain which instructions apply.
With Cerebell
Each property keeps its own current instructions, equipment, and service history.
Isolated end to end
Each organization is isolated from every other. Each entity within an org is isolated from the next. Data never crosses boundaries.
Authoritative data protected
Business-seeded data cannot be overwritten by end-user interactions. Trust levels keep them distinct.
Two integration points
One read at the start of the turn, one write at the end. Their voice pipeline and models stayed the same.
Your agents already depend on data that changes.
Book a demo and see how Cerebell keeps it current.