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Confidential Agents

AI agents with sealed memory. Actions you can audit.

Hosted agents whose memory and credentials stay inside the enclave. Tool calls go out under an outbound policy, risky actions need a person's passkey confirmation, and every step is receipted.

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Compute on data · Works with Confidential Gateway, Programmable KMS & Signing, Verifiable Audit Log · Same meters as every product

02 · Use case

An agent that prepares payments

Who it's for: Finance and operations teams.

Today

An agent that prepares payments needs bank credentials and access to invoices, and it may act at any hour. Handing both to an outside service, with no person in the loop, is exactly what a finance team can't sign off.

With Confidential Agents

The agent runs as a Confidential Agent with its memory and credentials sealed inside the enclave. It reaches the bank and accounting tools only under an outbound policy, prepares the payment run, and stops: a person confirms with a passkey before money moves.

What you get

  • Credentials the agent uses but nobody can read
  • A passkey confirmation before every payment
  • Every step receipted for the audit trail

03 · How it works

Four steps, all inside attested nodes.

  1. 01 · Deploy

    Start an agent on Calimero Cloud with its own sealed memory.

  2. 02 · Connect

    Tools are reached under an outbound policy; credentials never leave.

  3. 03 · Confirm

    Risky actions wait for a person's passkey.

  4. 04 · Prove

    Every step is receipted and kept in an audit trail.

04 · Built in

What it inherits from the engine.

Confidential Agents runs on the same confidential engine as every Calimero product, so it comes with the same proof.

  • Attested hardware. Clients verify the node's image before sending anything.
  • Sealed end to end. Nobody, including us, can read data inside a sealed node.
  • Signed receipts. Every answer can be checked offline, later, by anyone.
How we prove itAll products

05 · More in Compute on data

Works on the same engine.

See Confidential Agents running on attested hardware.

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