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Platform

Runtime governance infrastructure at execution time

Complete visibility into agent workflows — observe intake, govern with runtime AI policy at dispatch, prove enforcement with signed receipts.

Observe · Govern · Prove

The default layer every irreversible agent action passes through — not session-start prompts alone.

Dispatch architecture — every irreversible step gated

Agent workflow
Intake · classify
Policy eval at dispatch
ALLOWExecute + receipt
ESCALATEHuman gateExecute + receipt
BLOCKFail-closed deny
L0

Observe

Intake and classify every agent action before it enters the loop.

L2

Human-in-loop

Approve sends, publishes, and tool calls before execution — with signed receipts.

Observe

Agent intake & classify

Tag every agent action before it enters the loop. Scope, tool use, and data-handling flags at the door.

  • Scope + tool classification
  • Data-handling flags at intake
Prove

Receipts + replay

Signed ledger per gate · tamper-FAIL · replay demo proves policy ran before the agent acted.

  • 6 receipt types per loop
  • Replay in <5 min8

Integrations

Mount in your stack — quickstart

Framework-agnostic dispatch layer. Generic patterns only — no vendor lock-in.

MCP tool calls

Policy eval wraps every tool invocation before execution.

HTTP webhooks

Human approve gates via webhook callback on ESCALATE.

OpenTelemetry

Trace spans for policy eval, gate, and receipt signing.

YAML policy packs

Versioned packs on disk — pinned on every signed receipt.

SIEM metadata export

Governance metadata only — not full prompt dumps.

Minimal policy pack excerpt

version: "2.4.1"
gates:
  - id: outbound_send
    on: agent.tool.external_send
    rules:
      - match: data.classification == "pii"
        verdict: BLOCK
      - match: requires_human == true
        verdict: ESCALATE
      - default: ALLOW
receipt:
  sign: ed25519
  pin_policy_version: true
Witness AI provides educational AI policy templates and governance workflow tooling — not legal, compliance, or certification services. Market statistics cite independent third-party research. Framework alignment is illustrative mapping only.