Latest update: Jun 3, 2026 08:54 UTC Evidence-firstCited sources visibleSelf-optimizing guardrails on

Automation Operations

Local controls for the evidence-led optimization workflow.

Automation Control

Overview

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Guardrails

  • Failed validation: skip and alert
  • Source policy: authoritative whitelist
  • AI output: structured JSON patch
  • Brand mentions: official entity ledger only

Production Data

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