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Privacy and Redaction Control Plane

Nick Rygiel edited this page Jul 4, 2026 · 2 revisions

Privacy and Redaction Control Plane

AI systems are useful when they can touch real context. That makes data classes, redaction stages, retention, and review rules part of the control plane.

Data Classes

  • public
  • internal
  • confidential
  • restricted
  • pii
  • financial
  • health
  • child_minor
  • secrets

Redaction Stages

  • before_prompt
  • before_tool
  • before_artifact
  • before_external_call
  • before_memory_write
  • before_log

Actions

Policies can allow, mask, hash, tokenize, summarize, block, or require_approval.

Schema source: https://github.com/Protocol-Wealth/pwcli-core/blob/main/schemas/redaction-policy.schema.json

Examples: https://github.com/Protocol-Wealth/pwcli-core/tree/main/examples/redaction-policies

See also Adapter Control Demo.

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