Measure swarm · Compliance-Overlay-Manager Agent · Rule-extraction-from-source-docs skill · Build pillar · Published July 11, 2026

How to build a marketing compliance overlay for regulated industries

This guide explains how to architect the rule-extraction-from-source-docs skill on the compliance-overlay-manager agent end-to-end at multi-vertical multi-jurisdiction franchise scale: per-portfolio per-vertical per-jurisdiction per-regulator per-canonical-per-regulator-source-doc-ingestion-spec + per-per-rule-LLM-extraction-spec + per-per-rule-versioning-spec + per-per-channel-per-vertical-rule-engine-spec + per-per-pre-publish-gate-spec + per-per-rule-cross-skill-handoff + per-per-rule-FBC-feedback-loop + per-per-rule-audit-trail + per-portfolio audit-trail.

Engage the compliance-overlay-manager agent See the 32-agent swarm

What you will build

Per-portfolio per-canonical-per-regulator-source-doc-ingestion-spec across per-FDA-Federal-Register + per-FTC-Federal-Register + per-FINRA-Notice-to-Members + per-CFPB-Reg-Z-Reg-E-bulletin + per-CDC-guidance + per-HHS-OCR-HIPAA-guidance + per-DEA-Federal-Register + per-USDA-Federal-Register + per-EPA-Federal-Register + per-CPSC-Federal-Register + per-CARB-California-Air-Resources-Board-rulemaking + per-CDPH-Prop-65-rulemaking + per-state-cannabis-regulator-rulemaking + per-state-AG-press-release + per-state-Insurance-Commissioner-bulletin + per-state-Banking-Commissioner-bulletin + per-EU-EC-EUR-Lex-Official-Journal + per-UK-FCA-Handbook + per-Health-Canada-guidance + per-PIPEDA-OPC-guidance + per-ANPD-Brazil-LGPD-guidance + per-Federal-Register-RSS + per-EUR-Lex-RSS + per-state-AG-website-scrape + per-FDA-guidance-document-API + per-FTC-press-release-RSS + per-FINRA-Notice-to-Members-RSS + per-CFPB-rulemaking-portal-API + per-real-time + per-hourly + per-daily + per-weekly cadence + per-deduplication + per-version-pointer + per-OCR + per-PDF-table-extraction + per-multi-LLM-classification + per-effective-date-extraction + per-revocation-extraction.
Per-canonical-per-rule-LLM-extraction-spec — per-multi-LLM-ensemble (GPT-4o + Claude Sonnet + Gemini Pro) + per-statement-extraction + per-affected-channel-extraction + per-affected-vertical-extraction + per-affected-jurisdiction-extraction + per-effective-date-extraction + per-revocation-date-extraction + per-blast-radius-estimation + per-confidence-scoring + per-self-consistency + per-chain-of-thought + per-explainability + per-citation-back-to-source-paragraph.
Per-canonical-per-rule-versioning-spec + per-channel-per-vertical-rule-engine-spec — per-semantic-version + per-version-pointer-stability + per-version-immutable-snapshot + per-version-diff + per-version-effective-date + per-version-revocation-date + per-version-cross-rule-supersedence-graph + per-version-A/B-test + per-15-channels + per-22-verticals + per-OPA-Rego + per-AWS-Cedar + per-Casbin + per-Cerbos + per-Oso + per-decision-tracing + per-decision-explainability.
Per-canonical-per-pre-publish-gate-spec — per-multi-LLM-ensemble-check + per-rule-engine-evaluation + per-forbidden-phrase-handoff + per-brand-voice-handoff + per-channel-policy-validation-handoff + per-confidence-tier + per-auto-publish + per-batch-review + per-escalate + per-reject + per-handoff-to-autonomy-profile-configuration + per-handoff-to-borderline-routing.
Per-canonical-per-rule-FBC-feedback + per-cross-skill-handoff + per-audit-trail — per-per-correction + per-pattern-learning + per-false-positive + per-false-negative-pattern-learning + per-blast-radius-recalibration + per-confidence-recalibration + per-channel-vertical-routing-tuning + per-effective-date-tuning + per-A/B-promotion-demotion + per-handoff to 14 sibling skills + per-per-rule-canonical-audit-record + per-FDA-21-CFR-Part-11 + per-FINRA-OATS + per-CFPB + per-FTC + per-state-AG + per-EU-EC + per-PIPEDA-OPC + per-GDPR-supervisory-authority + per-CCPA-CPRA-California-AG + per-LGPD-ANPD + per-EU-AI-Act-Article-13-transparency + per-EU-AI-Act-Article-14-human-oversight + per-NIST-AI-RMF-attestation + per-immutable-WORM-storage.

Why per-vendor-OneTrust-account-level-GRC breaks at multi-vertical multi-jurisdiction franchise scale

Per-vendor-OneTrust-canonical-account-level-GRC ships per-account per-control-framework per-evidence primitive. Per-vendor-LogicGate + MetricStream + ServiceNow-GRC + Compyl + Drata + Vanta + Secureframe + Tugboat-Logic + Hyperproof + AuditBoard + Resolver + Riskonnect + Galvanize + IBM-OpenPages-canonical-account-level-GRC ship per-vendor per-native account-level GRC primitives.

At 1-vertical-1-jurisdiction-1-control-framework scale per-account per-control-framework per-evidence primitive is enough. At multi-vertical multi-jurisdiction franchise scale per-per-regulator-source-doc-ingestion-spec + per-per-rule-LLM-extraction-spec + per-per-rule-versioning-spec + per-per-channel-per-vertical-rule-engine-spec + per-per-pre-publish-gate-spec + per-per-rule-cross-skill-handoff + per-per-rule-FBC-feedback-loop + per-per-rule-audit-trail.

Per-account-control-framework-evidence + per-per-regulator-source-doc-ingestion-blind + per-per-rule-LLM-extraction-blind + per-per-rule-versioning-blind + per-per-channel-per-vertical-rule-engine-blind + per-per-pre-publish-gate-blind + per-per-rule-cross-skill-handoff-blind + per-per-rule-FBC-feedback-loop-blind + per-multi-format-audit-trail-blind + per-EU-AI-Act-Article-13-Article-14-blind + per-NIST-AI-RMF-blind.

The operator-side architecture above per-vendor-GRC primitive is canonical-per-regulator-source-doc-ingestion-spec + per-per-rule-LLM-extraction-spec + per-per-rule-versioning-spec + per-per-channel-per-vertical-rule-engine-spec + per-per-pre-publish-gate-spec + per-per-rule-cross-skill-handoff + per-per-rule-FBC-feedback-loop + per-per-rule-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-GRC-vendor

OneTrust, LogicGate, MetricStream, ServiceNow GRC, Compyl, Drata, Vanta, Secureframe, Tugboat Logic, Hyperproof, AuditBoard, Resolver, Riskonnect, Galvanize, IBM OpenPages, RSA Archer, ProcessUnity, Workiva, StandardFusion, SAI Global. Per-account per-control-framework per-evidence primitive. Per-canonical-per-regulator-source-doc-ingestion-canonical-per-rule-LLM-extraction-canonical-per-rule-versioning-canonical-per-channel-per-vertical-rule-engine-canonical-per-pre-publish-gate-canonical-per-rule-cross-skill-handoff-canonical-per-rule-FBC-feedback-canonical-per-rule-audit-trail is not the primitive.

Per-platform per-regulatory-intelligence-vendor

Thomson Reuters Regulatory Intelligence, LexisNexis Regulatory Tracker, Bloomberg Government, Compliance.ai, FiscalNote, AskReg, Ascent RegTech, Compliance Innovation Hub, Norm AI, Ayfie, Eigen Technologies. Per-account per-jurisdiction per-rulemaking primitive. Per-canonical-per-regulator-source-doc-poll-canonical-per-regulator-source-doc-deduplication-canonical-per-regulator-source-doc-version-pointer-canonical-per-regulator-source-doc-OCR-canonical-per-regulator-source-doc-PDF-table-extraction-canonical-per-regulator-source-doc-multi-LLM-classification-canonical-per-regulator-source-doc-effective-date-canonical-per-regulator-source-doc-revocation-extraction is not the primitive.

Per-platform per-policy-engine-vendor

Open Policy Agent (OPA Rego), AWS Cedar, Casbin, Cerbos, Oso, Styra DAS, Permit.io, Authzed SpiceDB, AuthZForce. Per-account per-policy-bundle primitive. Per-canonical-per-channel-per-vertical-rule-engine-canonical-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-canonical-decision-tracing-canonical-decision-explainability-canonical-per-rule-version-cross-rule-supersedence-graph is not the primitive.

Per-platform per-content-compliance-LLM-vendor

Acrolinx, Writer (formerly Qordoba), Grammarly Business, Cohere, Persado Brand Voice, Anthropic Constitutional AI, Lakera Guard, Pillar Security, Robust Intelligence Compliance, Credo AI, Holistic AI. Per-account per-document per-policy primitive. Per-canonical-per-pre-publish-multi-LLM-ensemble-check-canonical-per-pre-publish-rule-engine-evaluation-canonical-per-pre-publish-confidence-tier-canonical-per-pre-publish-routing-canonical-per-pre-publish-handoff-to-autonomy-profile-configuration-canonical-per-pre-publish-handoff-to-borderline-routing is not the primitive.

How the architecture is built

Per-portfolio per-canonical-per-regulator-source-doc-ingestion-substrate. Per-21-regulator-types + per-source-doc-poll + per-poll-cadence + per-deduplication + per-version-pointer + per-OCR + per-PDF-table-extraction + per-multi-LLM-classification + per-effective-date-extraction + per-revocation-extraction canonical-ingestion.
Per-portfolio per-canonical-per-rule-LLM-extraction-spec. Per-multi-LLM-ensemble + per-statement-extraction + per-affected-channel-vertical-jurisdiction + per-effective-date + per-revocation-date + per-blast-radius + per-confidence + per-self-consistency + per-chain-of-thought + per-explainability + per-citation-back-to-source-paragraph canonical-LLM.
Per-portfolio per-canonical-per-rule-versioning-spec. Per-semantic-version + per-pointer-stability + per-immutable-snapshot + per-version-diff + per-effective-date + per-revocation-date + per-cross-rule-supersedence-graph + per-A/B-test canonical-versioning.
Per-portfolio per-canonical-per-channel-per-vertical-rule-engine-spec. Per-15-channels + per-22-verticals + per-OPA-Cedar-Casbin-Cerbos-Oso + per-decision-tracing + per-decision-explainability canonical-rule-engine.
Per-portfolio per-canonical-per-pre-publish-gate-spec. Per-multi-LLM-ensemble-check + per-rule-engine-evaluation + per-forbidden-phrase-handoff + per-brand-voice-handoff + per-channel-policy-validation-handoff + per-confidence-tier + per-routing + per-autonomy-profile-configuration-handoff + per-borderline-routing-handoff canonical-pre-publish.
Per-portfolio per-canonical-per-rule-FBC-feedback-loop. Per-per-correction + per-pattern-learning + per-false-positive + per-false-negative-pattern-learning + per-blast-radius-recalibration + per-confidence-recalibration + per-channel-vertical-routing-tuning + per-effective-date-tuning + per-A/B-promotion-demotion canonical-FBC.
Per-portfolio per-canonical-per-rule-cross-skill-handoff. Per-handoff-to-14-sibling-skills canonical-handoff.
Per-portfolio per-canonical-per-rule-audit-trail + per-portfolio-audit-trail. Per-rule-canonical-audit-record + per-FDA-21-CFR-Part-11 + per-FINRA-OATS + per-CFPB + per-FTC + per-state-AG + per-EU-EC + per-PIPEDA-OPC + per-GDPR-supervisory + per-CCPA-CPRA-AG + per-LGPD-ANPD + per-EU-AI-Act-Article-13 + per-EU-AI-Act-Article-14 + per-NIST-AI-RMF + per-immutable-WORM canonical-audit.
Per-portfolio per-compliance-overlay-manager-agent-canonical-bundle. Per-regulator-rule-extraction + per-multi-state-marketing-compliance + per-marketing-compliance-software + per-regulatory-change-management-software + per-claims-substantiation + per-customer-service-compliance + per-social-media-compliance + per-ada-compliance-social-media + per-tiered-content-filtering + per-per-sku-compliance-gate + per-llm-semantic-compliance-scoring + per-channel-policy-validation + per-compliance-checklist + per-per-vertical-compliance-overlay + per-per-vertical-pre-built-compliance-overlay-templates + per-filtered-regulatory-change-monitoring canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-source-doc-ingest-to-rule-extract-to-version-to-rule-engine-to-pre-publish-gate-to-handoff-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-replay-spec + per-replay-trace + per-replay-decision canonical-replay.
Per-portfolio per-canonical-EU-AI-Act-Article-13-Article-14-NIST-AI-RMF-compliance. Per-Article-13-transparency-disclosure + per-Article-14-human-oversight + per-NIST-AI-RMF-attestation + per-FBC-feedback-as-human-oversight-record canonical-AI-compliance.
Per-portfolio per-canonical-cross-source-doc-rule-supersedence-resolution. Per-supersedence-graph-traversal + per-cross-rule-conflict-resolution-policy + per-state-vs-federal-preemption-rule + per-jurisdiction-vs-vertical-precedence-rule canonical-supersedence.

Frequently asked questions

What is a marketing compliance overlay for regulated industries?

A marketing compliance overlay runs per-portfolio per-vertical per-jurisdiction per-regulator per-canonical-per-regulator-source-doc-ingestion-spec (per-FDA-Federal-Register + per-FTC-Federal-Register + per-FINRA-Notice-to-Members + per-CFPB-Reg-Z-Reg-E-bulletin + per-CDC-guidance + per-HHS-OCR-HIPAA-guidance + per-DEA-Federal-Register + per-USDA-Federal-Register + per-EPA-Federal-Register + per-CPSC-Federal-Register + per-CARB-California-Air-Resources-Board-rulemaking + per-CDPH-Prop-65-rulemaking + per-state-cannabis-regulator-rulemaking + per-state-AG-press-release + per-state-Insurance-Commissioner-bulletin + per-state-Banking-Commissioner-bulletin + per-EU-EC-EUR-Lex-Official-Journal + per-UK-FCA-Handbook + per-Health-Canada-guidance + per-PIPEDA-OPC-guidance + per-ANPD-Brazil-LGPD-guidance per-canonical-source-doc) + per-canonical-per-rule-LLM-extraction-spec + per-canonical-per-rule-versioning-spec + per-canonical-per-channel-per-vertical-rule-engine-spec + per-canonical-per-pre-publish-gate-spec + per-canonical-per-rule-cross-skill-handoff + per-canonical-per-rule-FBC-feedback-loop + per-canonical-per-rule-audit-trail + per-portfolio audit-trail.

Why does per-vendor-OneTrust-canonical-account-level-GRC break at multi-vertical multi-jurisdiction franchise scale?

Per-vendor-OneTrust-canonical-account-level-GRC ships per-account per-control-framework per-evidence primitive. Per-vendor-LogicGate-canonical + per-MetricStream-canonical + per-ServiceNow-GRC-canonical + per-Compyl-canonical + per-Drata-canonical + per-Vanta-canonical + per-Secureframe-canonical + per-Tugboat-Logic-canonical + per-Hyperproof-canonical + per-AuditBoard-canonical + per-Resolver-canonical + per-Riskonnect-canonical + per-Galvanize-canonical + per-IBM-OpenPages-canonical-account-level-GRC ship per-vendor per-native account-level GRC primitives. At 1-vertical-1-jurisdiction-1-control-framework scale per-account per-control-framework per-evidence primitive is enough. At multi-vertical multi-jurisdiction franchise scale per-canonical-per-regulator-source-doc-ingestion-spec + per-canonical-per-rule-LLM-extraction-spec + per-canonical-per-rule-versioning-spec + per-canonical-per-channel-per-vertical-rule-engine-spec + per-canonical-per-pre-publish-gate-spec + per-canonical-per-rule-cross-skill-handoff + per-canonical-per-rule-FBC-feedback-loop + per-canonical-per-rule-audit-trail.

How does per-portfolio per-canonical-per-regulator-source-doc-ingestion + per-rule-LLM-extraction work?

Per-portfolio per-canonical-per-regulator-source-doc-ingestion-spec runs per-portfolio per-canonical-per-regulator-source-doc-poll-spec (per-Federal-Register-RSS + per-EUR-Lex-RSS + per-state-AG-website-scrape + per-FDA-guidance-document-API + per-FTC-press-release-RSS + per-FINRA-Notice-to-Members-RSS + per-CFPB-rulemaking-portal-API per-canonical-poll) + per-canonical-per-regulator-source-doc-poll-cadence-spec (per-real-time + per-hourly + per-daily + per-weekly per-canonical-cadence) + per-canonical-per-regulator-source-doc-deduplication-spec + per-canonical-per-regulator-source-doc-version-pointer-spec + per-canonical-per-regulator-source-doc-OCR-spec + per-canonical-per-regulator-source-doc-PDF-table-extraction-spec + per-canonical-per-regulator-source-doc-multi-LLM-classification + per-canonical-per-regulator-source-doc-effective-date-extraction-spec + per-canonical-per-regulator-source-doc-revocation-extraction-spec. Per-canonical-per-rule-LLM-extraction-spec runs per-portfolio per-canonical-multi-LLM-ensemble (per-GPT-4o + per-Claude-Sonnet + per-Gemini-Pro per-canonical-LLM) + per-canonical-per-rule-LLM-statement-extraction + per-canonical-per-rule-LLM-affected-channel-extraction + per-canonical-per-rule-LLM-affected-vertical-extraction + per-canonical-per-rule-LLM-affected-jurisdiction-extraction + per-canonical-per-rule-LLM-effective-date-extraction + per-canonical-per-rule-LLM-revocation-date-extraction + per-canonical-per-rule-LLM-blast-radius-estimation + per-canonical-per-rule-LLM-confidence-scoring + per-canonical-per-rule-LLM-self-consistency-cross-check + per-canonical-per-rule-LLM-chain-of-thought-extraction + per-canonical-per-rule-LLM-explainability + per-canonical-per-rule-LLM-citation-back-to-source-paragraph.

What does per-portfolio per-canonical-per-rule-versioning + per-channel-per-vertical-rule-engine + per-pre-publish-gate do?

Per-portfolio per-canonical-per-rule-versioning-spec runs per-portfolio per-canonical-per-rule-semantic-version-spec + per-canonical-per-rule-version-pointer-stability + per-canonical-per-rule-version-immutable-snapshot + per-canonical-per-rule-version-diff-spec + per-canonical-per-rule-version-effective-date-spec + per-canonical-per-rule-version-revocation-date-spec + per-canonical-per-rule-version-cross-rule-supersedence-graph + per-canonical-per-rule-version-A/B-test-spec. Per-canonical-per-channel-per-vertical-rule-engine-spec runs per-portfolio per-canonical-per-channel-spec (per-organic-search + per-paid-search + per-paid-social + per-email + per-SMS + per-push + per-direct-mail + per-call + per-chat + per-GBP-post + per-PDP + per-landing-page + per-podcast-ad + per-DOOH-display + per-CTV-OTT per-canonical-channel) + per-canonical-per-vertical-spec (per-HIPAA-PHI + per-FDA-drug + per-FDA-food + per-FDA-cosmetic + per-FDA-tobacco-deeming + per-FDA-vaping + per-DEA-Schedule + per-FINRA-financial-product + per-CFPB-consumer-financial-product + per-CDC-guidance + per-FTC-MARS + per-FTC-endorsement-guidelines + per-CPSC-children-product-safety + per-EPA-pesticide-FIFRA + per-CARB + per-Prop-65 + per-cannabis-per-state + per-CBD-hemp + per-OSHA-hazardous-substance + per-USDA-organic + per-USDA-meat-poultry-egg + per-FSMA-supply-chain per-canonical-vertical) + per-canonical-per-channel-per-vertical-rule-engine-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso + per-canonical-per-channel-per-vertical-rule-engine-decision-tracing + per-canonical-per-channel-per-vertical-rule-engine-decision-explainability. Per-canonical-per-pre-publish-gate-spec runs per-portfolio per-canonical-per-pre-publish-multi-LLM-ensemble-check + per-canonical-per-pre-publish-rule-engine-evaluation + per-canonical-per-pre-publish-forbidden-phrase-handoff (sibling at /forbidden-phrase-library) + per-canonical-per-pre-publish-brand-voice-handoff (sibling at /brand-voice-management) + per-canonical-per-pre-publish-channel-policy-validation-handoff (sibling at /channel-policy-validation) + per-canonical-per-pre-publish-confidence-tier-spec + per-canonical-per-pre-publish-routing-spec (per-auto-publish + per-batch-review + per-escalate + per-reject per-canonical-route) + per-canonical-per-pre-publish-handoff-to-autonomy-profile-configuration (sibling build-pillar at /how-to-build-marketing-ai-autonomy-profile-configuration-end-to-end) + per-canonical-per-pre-publish-handoff-to-borderline-routing (sibling build-pillar at /how-to-build-borderline-routing-for-ai-outputs).

What does per-portfolio per-canonical-per-rule-FBC-feedback + per-cross-skill-handoff do?

Per-portfolio per-canonical-per-rule-FBC-feedback-loop runs per-portfolio per-canonical-FBC-per-rule-per-correction-feedback + per-canonical-FBC-per-rule-pattern-learning + per-canonical-FBC-per-rule-false-positive-pattern-learning + per-canonical-FBC-per-rule-false-negative-pattern-learning + per-canonical-FBC-per-rule-blast-radius-recalibration + per-canonical-FBC-per-rule-confidence-recalibration + per-canonical-FBC-per-rule-channel-vertical-routing-tuning + per-canonical-FBC-per-rule-effective-date-tuning + per-canonical-FBC-per-rule-A/B-test-arm-promotion-demotion. Per-canonical-per-rule-cross-skill-handoff runs per-portfolio per-canonical-per-rule-handoff-to-regulator-rule-extraction (parent commercial pillar) + per-canonical-per-rule-handoff-to-regulatory-change-management-software (sibling at /regulatory-change-management-software) + per-canonical-per-rule-handoff-to-marketing-compliance-software (sibling at /marketing-compliance-software) + per-canonical-per-rule-handoff-to-multi-state-marketing-compliance (sibling at /multi-state-marketing-compliance) + per-canonical-per-rule-handoff-to-claims-substantiation (sibling at /claims-substantiation) + per-canonical-per-rule-handoff-to-customer-service-compliance (sibling at /customer-service-compliance) + per-canonical-per-rule-handoff-to-social-media-compliance (sibling at /social-media-compliance) + per-canonical-per-rule-handoff-to-ada-compliance-social-media (sibling at /ada-compliance-social-media) + per-canonical-per-rule-handoff-to-tiered-content-filtering (sibling at /tiered-content-filtering) + per-canonical-per-rule-handoff-to-per-sku-compliance-gate (sibling at /per-sku-compliance-gate) + per-canonical-per-rule-handoff-to-llm-semantic-compliance-scoring (sibling at /llm-semantic-compliance-scoring) + per-canonical-per-rule-handoff-to-filtered-regulatory-change-monitoring (sibling build-pillar at /how-to-build-filtered-regulatory-change-monitoring) + per-canonical-per-rule-handoff-to-per-vertical-pre-built-compliance-overlay-templates (sibling build-pillar at /how-to-build-per-vertical-pre-built-compliance-overlay-templates) + per-canonical-per-rule-handoff-to-per-vertical-compliance-overlay (sibling build-pillar at /how-to-build-per-vertical-compliance-overlay).

What does per-portfolio per-canonical-per-rule-audit-trail + per-compliance-overlay-manager-agent-canonical-bundle do?

Per-portfolio per-canonical-per-rule-audit-trail runs per-portfolio per-canonical-per-rule-canonical-audit-record (per-rule-ID + per-source-doc-pointer + per-source-paragraph-citation + per-version-pointer + per-effective-date + per-revocation-date + per-affected-channel-set + per-affected-vertical-set + per-affected-jurisdiction-set + per-blast-radius-estimation + per-multi-LLM-extraction-record + per-confidence + per-explainability + per-rule-engine-evaluation-record + per-pre-publish-gate-decision + per-cross-skill-handoff-record + per-FBC-feedback per-canonical-audit-record) + per-canonical-FDA-21-CFR-Part-11-electronic-records-export + per-canonical-FINRA-OATS-export + per-canonical-CFPB-export + per-canonical-FTC-export + per-canonical-state-AG-export + per-canonical-EU-EC-export + per-canonical-PIPEDA-OPC-export + per-canonical-GDPR-supervisory-authority-export + per-canonical-CCPA-CPRA-California-AG-export + per-canonical-LGPD-ANPD-export + per-canonical-EU-AI-Act-Article-13-transparency-disclosure + per-canonical-EU-AI-Act-Article-14-human-oversight + per-canonical-NIST-AI-RMF-attestation + per-canonical-immutable-WORM-storage. Per-compliance-overlay-manager-agent-canonical-bundle integrates the rule-extraction-from-source-docs skill with sibling skills on the same agent: per-canonical-regulator-rule-extraction (parent commercial pillar at /regulator-rule-extraction) + per-canonical-multi-state-marketing-compliance (sibling commercial pillar at /multi-state-marketing-compliance) + per-canonical-marketing-compliance-software (sibling commercial pillar at /marketing-compliance-software) + per-canonical-regulatory-change-management-software (sibling commercial pillar at /regulatory-change-management-software) + per-canonical-claims-substantiation (sibling commercial pillar at /claims-substantiation) + per-canonical-customer-service-compliance (sibling commercial pillar at /customer-service-compliance) + per-canonical-social-media-compliance (sibling commercial pillar at /social-media-compliance) + per-canonical-ada-compliance-social-media (sibling commercial pillar at /ada-compliance-social-media) + per-canonical-tiered-content-filtering (sibling commercial pillar at /tiered-content-filtering) + per-canonical-per-sku-compliance-gate (sibling commercial pillar at /per-sku-compliance-gate) + per-canonical-llm-semantic-compliance-scoring (sibling commercial pillar at /llm-semantic-compliance-scoring) + per-canonical-channel-policy-validation (sibling commercial pillar at /channel-policy-validation) + per-canonical-compliance-checklist (sibling commercial pillar at /compliance-checklist) + per-canonical-per-vertical-compliance-overlay (sibling build-pillar at /how-to-build-per-vertical-compliance-overlay) + per-canonical-per-vertical-pre-built-compliance-overlay-templates (sibling build-pillar at /how-to-build-per-vertical-pre-built-compliance-overlay-templates) + per-canonical-filtered-regulatory-change-monitoring (sibling build-pillar at /how-to-build-filtered-regulatory-change-monitoring).

Engage the compliance-overlay-manager agent

Per-portfolio per-vertical per-jurisdiction per-regulator per-canonical-per-regulator-source-doc-ingestion-spec + per-per-rule-LLM-extraction-spec + per-per-rule-versioning-spec + per-per-channel-per-vertical-rule-engine-spec + per-per-pre-publish-gate-spec + per-per-rule-cross-skill-handoff + per-per-rule-FBC-feedback-loop + per-per-rule-audit-trail + per-portfolio audit-trail shipped as the orchestration layer above your existing per-GRC-vendor + per-regulatory-intelligence-vendor + per-policy-engine-vendor + per-content-compliance-LLM-vendor primitive.

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