Your team's AI only says what everyone in the room is allowed to hear.
BusyBeaver sits between your team and your AI agents. Group answers use only what everyone present may see. People with more access get the rest privately. Actions need the right person's approval. Every decision is logged.
One question, three people
Alice sees in #ops
Alice
@BusyBeaver what happened with refunds this week?
BusyBeaver, to the room
6 refunds were processed this week, a refund rate of 1.5%. Refunds are processed within 7 working days of approval.
Only visible to Alice
Refund line items: R-7Q2X1 (INR 18,000), R-3M8K4 (INR 42,500), R-5T6W2 (INR 31,000) and 3 more.
Chitra sees in #ops
Alice
@BusyBeaver what happened with refunds this week?
BusyBeaver, to the room
6 refunds were processed this week, a refund rate of 1.5%. Refunds are processed within 7 working days of approval.
Only visible to Chitra
Refund line items: R-7Q2X1, R-3M8K4, R-5T6W2 and 3 more. Finance note: the spike is mostly the Goa cancellations; finance will absorb INR 1.2 lakh.
Bob sees in #ops
Alice
@BusyBeaver what happened with refunds this week?
BusyBeaver, to the room
6 refunds were processed this week, a refund rate of 1.5%. Refunds are processed within 7 working days of approval.
No private follow-up. Bob is not cleared for refund details, and his screen gives no sign that they exist.
The problem
Put an AI agent in a shared channel and it answers with everything it can reach. Ask about refunds with a contractor in the room, and the contractor hears the refund details.
Three checks on every answer
-
1
What the agent may read
Only notes everyone present may see, decided in code before the model is called.
-
2
What it may do
Actions need permission, and production deploys need a second person's approval.
-
3
What each person sees
Private follow-ups reach only the people allowed to see them.
The benchmark
Without BusyBeaver
18 of 24
questions leaked restricted information
With BusyBeaver
0 of 24
questions leaked restricted information
In our 24-question benchmark, the same model leaked restricted information in 18 questions without BusyBeaver and in 0 with it.
Synthetic company data; methodology available on request.
A jailbreak can't reveal what never reached the model.
More about BusyBeaver
A log you can check
Every answer, held-back note, approval and admin change is written to a hash-chained log you can verify.
Any model
Anthropic, OpenAI, Google, or open models through Ollama.
Built for
Incident response, support escalation, finance and operations teams.
Coming
- Coming Slack
- Coming Connectors to your databases and tools (MCP)
- Coming Single sign-on
Work with us on it
We are looking for a few teams that run AI agents in shared channels and want to shape what comes next.