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Lorca Labs
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Agents & policy

Intent-Output Binder

Tamper-evident binding between what an agent was told to do and what it did — carried in the image, fail-closed to the wrong key.

The problem

Recovered outputs often arrive without their governing intent, so reviewers cannot confirm scope, constraints, or agent identity. The binder seals intent+output into a carrier so extraction proves the binding or fails closed.

What it does

01

Binds an intent (goal, constraints, optional agentId) and output text into a carrier image.

02

Returns a binding ID, carrier report (bytesEmbedded, capacityRemaining, encrypted, channelSelection), and the sealed carrier.

03

Extracts intent + output with key verification and optional output match check; wrong key fails closed.

04

Lists bindings and fetches a binding record by ID.

Who it’s for

  • Agent operators needing verifiable intent-output binding
  • Compliance teams auditing agent-decision scope
  • Security reviewers validating recovered outputs against registered intent

In context

Pairs with Sovereignty (agent governance) and the Stego Audit Carrier (audit-event sealing).

Try it live in the studio

A no-signup, in-browser experiment against an isolated demo host. Load sample data, run the flow, and see the result — nothing is stored.