Data-layer swarm · Vertical-Compliance-Overlay-Manager Agent · Pre-filter-deterministic-gates skill · Build pillar · Published August 11, 2026

How to build tiered pre-filter deterministic gates for AI-content compliance moderation

This guide explains how to architect the pre-filter-deterministic-gates skill on the compliance-overlay-manager agent end-to-end at multi-location AI-content compliance-moderation scale: per-portfolio per-banner per-location per-canonical-compliance-overlay-pointer + per-canonical-deterministic-gate-engine-spec + per-canonical-tiered-routing-spec + per-canonical-semantic-LLM-scoring-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

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

What you will build

Per-portfolio per-banner per-location per-canonical-compliance-overlay-pointer — per-1,500-overlay-matrix (50 state regulators × 30 verticals) + 30+ federal regulators (FDA + FTC + FINRA + SEC + CFPB + EPA + DOL + IRS + EEOC + USDA + DOT + FAA + HHS + DOJ + CFTC + OCC + FRB + FDIC + NCUA + CPSC + NLRB + OSHA + NIOSH + NHTSA + FMCSA + NRC) + FDA OPDP Rx drug + DEA controlled substance + cannabis-state CA/CO/MA/NY/MI/IL/NJ/WA/OR/NV/AZ/AK/ME + alcohol TABC/CalABC/SLA + tobacco FDA + state lottery + 14 international regimes (EU AI Act + GDPR + Digital Services Act + Digital Markets Act + LGPD + DPDP + PIPEDA + UK ICO + Australia OAIC + Singapore PDPA + Japan APPI + Korea PIPA + Brazil ANPD).
Per-canonical-deterministic-gate-engine-spec — per-regex-pattern-library + per-forbidden-phrase-library + per-Aho-Corasick-multi-pattern-match + per-Bloom-filter + per-Trie-banned-word + per-Levenshtein-typo-evading + per-Damerau-Levenshtein + per-Soundex + per-Metaphone + per-Double-Metaphone + per-SHA-256-content-hash + per-URL-domain-allow-deny + per-PII-detection-8-type (SSN/EIN/credit-card/phone-E.164/email/passport/driver-license/account-number) + per-PHI-HIPAA-Safe-Harbor-18-identifier + per-PCI-scope + per-FINRA-SEC-banned-term + per-DSHEA-banned-health-claim + per-DEA-Schedule-II-V + per-cannabis-state-banned + per-alcohol-state-banned + per-tobacco-FDA-banned + per-lottery-state-banned + per-COPPA-13 + per-hate-speech-protected-class-regex + per-self-harm-crisis-trigger + per-violence-threat-trigger + per-CSAM-NCMEC-PhotoDNA + per-election-integrity-false-claim + per-deterministic-confidence-tier + per-deterministic-latency-budget-sub-50ms.
Per-canonical-tiered-routing-spec — per-Tier-1-deterministic-pass-fail (sub-50ms + catches 60-80% obvious clears + obvious violations) + per-Tier-2-deterministic-fuzzy (Levenshtein + Soundex + Metaphone + catches typo-evading variants) + per-Tier-3-semantic-LLM-scoring (only the 10-30% gray zone) + per-Tier-4-multi-LLM-ensemble-agreement (GPT-4o + Claude Sonnet + Claude Opus + Gemini Pro + Mistral Large + Cohere Command + Llama 3 70B + Meta LlamaGuard + ShieldGemma + NVIDIA NeMo Guardrails + Azure AI Content Safety + AWS Bedrock Guardrails + Google Vertex AI Guardrails Aegis) + per-Tier-5-human-in-loop + per-tier-routing-policy (pass-to-publish + fail-to-block-or-redraft + gray-to-LLM-tier + edge-to-ensemble + contested-to-human) + per-tier-routing-confidence-tier.
Per-canonical-semantic-LLM-scoring-spec + per-canonical-compliance-gate-spec — per-multi-LLM-ensemble + per-LLM-prompt-template-versioning + per-prompt-injection-defense (Lakera Guard + Protect AI Rebuff + Lasso Security + Robust Intelligence + Calypso AI + Aporia) + per-jailbreak-detection + per-context-window-truncation-defense + per-14-language-moderation + per-LLM-scoring-confidence-tier + per-policy-versioning (rule-version + effective-date + sunset-date + jurisdiction + audit-hash + rule-author + rule-citation) + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-FTC-Health-Products-Compliance-Guide + per-FTC-fake-review-rule-of-2024 + per-CFPB-UDAAP + per-FDD-Item-12-Item-17-Item-19 + per-state-FRR + per-state-UDTPA + per-Lanham + per-Robinson-Patman + per-HIPAA-PHI-Safe-Harbor + per-HIPAA-marketing-authorization-164.508 + per-FCRA + per-ECOA-Reg-B + per-Fair-Housing-Act + per-GLBA + per-FINRA-2210 + per-SEC-Reg-S-K + per-state-bar-advertising + per-state-professional-licensing + per-FDA-DSHEA + per-FDA-Part-101 + per-FDA-Part-117 + per-FDA-cosmetic-rule + per-FDA-OPDP-Rx-drug + per-FDA-21-CFR-Part-11 + per-FDA-DSCSA + per-DEA-Schedule-II-V + per-cannabis-state-board + per-alcohol-TABC-CalABC-SLA + per-tobacco-FDA + per-state-lottery + per-COPPA + per-TCPA + per-10DLC-A2P-CTIA + per-CAN-SPAM + per-CASL + per-CCPA-CPRA + per-GDPR-Article-6-7-17-22 + per-LGPD + per-DPDP + per-PIPEDA + per-EU-AI-Act-Article-5 + per-EU-AI-Act-Article-29 + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-14-15 + per-Digital-Services-Act-Article-30 + per-Digital-Services-Act-Article-26-traders + per-Digital-Services-Act-Article-24-transparency + per-Digital-Markets-Act + per-General-Product-Safety-Regulation-EU-2023-988 + per-WCAG-2.2-AA + per-ARIA + per-EAA-EN-301-549 + per-Section-508 + per-ADA-Title-III + per-NIST-AI-RMF-GOVERN-MAP-MEASURE-MANAGE + per-ISO-42001 + per-ISO-27001 + per-SOC-2-Type-II + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-compliance-confidence-tier.
Per-canonical-cross-skill-handoff + per-canonical-audit-trail — per-handoff-to-30-sibling-skills + per-per-decision-canonical-audit-record + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-HIPAA-medical-record-retention + per-7-year-state-bar-record-retention + per-6-year-SEC-record-retention + per-3-year-FINRA-record-retention + per-FDA-21-CFR-Part-11-electronic-signature-retention.

Why per-vendor-OpenAI-Moderation-account-flat-moderation-decision breaks at multi-location AI-content compliance-moderation scale

Per-vendor-OpenAI-Moderation-canonical-account-flat-moderation-decision ships per-account per-flat-moderation-decision primitive — typically a developer POSTs text to /v1/moderations, gets back a JSON with sexual/violence/hate/self-harm category scores, and wires one threshold to one publish-or-block branch. No per-canonical-compliance-overlay taxonomy, no per-vertical-per-jurisdiction overlay matrix, no per-content deterministic gate engine resolving regex-pattern-library/Aho-Corasick-multi-pattern/Bloom-filter/Trie-banned-word/Levenshtein-typo-evading/SHA-256-content-hash/PII-detection/PHI-HIPAA-Safe-Harbor-18-identifier/PCI-credit-card/FINRA-banned-term/DSHEA-banned-health-claim/DEA-Schedule-II-V/cannabis-state-by-state/alcohol-state-by-state/tobacco-FDA/lottery-state-by-state/COPPA-13/hate-speech-protected-class/self-harm-crisis/violence-threat/CSAM-NCMEC-PhotoDNA/election-integrity-false-claim, no per-content tiered routing with Tier-1-deterministic-sub-50ms + Tier-2-fuzzy-Levenshtein-Soundex-Metaphone + Tier-3-semantic-LLM-gray-zone + Tier-4-multi-LLM-ensemble + Tier-5-human-in-loop, no per-content compliance gate with FTC substantiation / HIPAA / FCRA / ECOA / FDA OPDP / DEA / EU AI Act Article 5/29/50 / Digital Services Act Article 30 / WCAG / ADA enforcement, no per-decision audit trail with regulatory-defense retention. Per-vendor-Anthropic + Hive + Spectrum-Labs + Two-Hat + Sift + Lakera-Guard + Protect-AI-Rebuff + Lasso + Robust-Intelligence + Calypso-AI + NeMo-Guardrails-NVIDIA + Guardrails-AI + Azure-AI-Content-Safety + AWS-Bedrock-Guardrails + Google-Vertex-AI-Guardrails + Meta-LlamaGuard + ShieldGemma + ModerateHateSpeech + Perspective-API + Cohere-Compass + Watson-NLU + Clarifai-canonical-account-flat-moderation-decision ship per-vendor per-native account-flat-moderation-decision primitives.

At 1-account-1-flat-moderation-decision scale per-account per-flat-moderation-decision primitive is enough. At multi-location AI-content compliance-moderation scale per-canonical-compliance-overlay-pointer + per-canonical-deterministic-gate-engine-spec + per-canonical-tiered-routing-spec + per-canonical-semantic-LLM-scoring-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail.

Per-account-flat-moderation-decision + per-compliance-overlay-taxonomy-blind + per-1500-overlay-matrix-blind + per-deterministic-gate-engine-blind + per-regex-pattern-library-blind + per-forbidden-phrase-library-blind + per-Aho-Corasick-blind + per-Bloom-filter-blind + per-Trie-blind + per-Levenshtein-blind + per-SHA-256-content-hash-blind + per-PII-detection-blind + per-PHI-HIPAA-Safe-Harbor-18-identifier-blind + per-PCI-blind + per-FINRA-SEC-banned-term-blind + per-DSHEA-banned-health-claim-blind + per-DEA-Schedule-II-V-blind + per-cannabis-state-banned-blind + per-alcohol-state-banned-blind + per-tobacco-FDA-blind + per-lottery-state-banned-blind + per-COPPA-13-blind + per-hate-speech-protected-class-blind + per-self-harm-blind + per-violence-threat-blind + per-CSAM-NCMEC-PhotoDNA-blind + per-election-integrity-blind + per-Tier-1-pass-fail-blind + per-Tier-2-fuzzy-blind + per-Tier-3-semantic-LLM-blind + per-Tier-4-multi-LLM-ensemble-blind + per-Tier-5-human-in-loop-blind + per-tier-routing-policy-blind + per-prompt-injection-defense-blind + per-jailbreak-detection-blind + per-multi-language-moderation-blind + per-LLM-scoring-confidence-tier-blind + per-policy-versioning-blind + per-FBC-feedback-loop-blind + per-FTC-substantiation-blind + per-FTC-MARS-blind + per-FTC-AI-disclosure-blind + per-FTC-endorsement-guides-blind + per-FTC-Made-in-USA-blind + per-FTC-Green-Guides-blind + per-FTC-Negative-Option-ROSCA-blind + per-FTC-MAP-blind + per-FTC-Health-Products-Compliance-Guide-blind + per-FTC-fake-review-rule-of-2024-blind + per-CFPB-UDAAP-blind + per-FDD-Item-12-Item-17-Item-19-blind + per-state-FRR-blind + per-state-UDTPA-blind + per-Lanham-blind + per-Robinson-Patman-blind + per-HIPAA-PHI-Safe-Harbor-blind + per-HIPAA-marketing-authorization-blind + per-FCRA-blind + per-ECOA-Reg-B-blind + per-Fair-Housing-Act-blind + per-GLBA-blind + per-FINRA-2210-blind + per-SEC-Reg-S-K-blind + per-state-bar-advertising-blind + per-state-professional-licensing-blind + per-FDA-DSHEA-blind + per-FDA-Part-101-blind + per-FDA-Part-117-blind + per-FDA-cosmetic-rule-blind + per-FDA-OPDP-Rx-drug-blind + per-FDA-21-CFR-Part-11-blind + per-FDA-DSCSA-blind + per-DEA-blind + per-cannabis-state-board-blind + per-alcohol-TABC-CalABC-SLA-blind + per-tobacco-FDA-blind + per-state-lottery-blind + per-COPPA-blind + per-TCPA-blind + per-10DLC-A2P-CTIA-blind + per-CAN-SPAM-blind + per-CASL-blind + per-CCPA-CPRA-blind + per-GDPR-Article-6-7-17-22-blind + per-LGPD-blind + per-DPDP-blind + per-PIPEDA-blind + per-EU-AI-Act-Article-5-blind + per-EU-AI-Act-Article-29-blind + per-EU-AI-Act-Article-50-blind + per-EU-AI-Act-Article-13-14-15-blind + per-Digital-Services-Act-Article-30-blind + per-Digital-Services-Act-Article-26-blind + per-Digital-Services-Act-Article-24-blind + per-Digital-Markets-Act-blind + per-General-Product-Safety-Regulation-EU-2023-988-blind + per-WCAG-2.2-AA-blind + per-ARIA-blind + per-EAA-EN-301-549-blind + per-Section-508-blind + per-ADA-Title-III-blind + per-NIST-AI-RMF-blind + per-ISO-42001-blind + per-ISO-27001-blind + per-SOC-2-Type-II-blind + per-7-year-IRS-tax-retention-blind + per-7-year-FTC-substantiation-retention-blind + per-7-year-HIPAA-medical-record-retention-blind + per-7-year-state-bar-record-retention-blind + per-6-year-SEC-record-retention-blind + per-3-year-FINRA-record-retention-blind + per-FDA-21-CFR-Part-11-electronic-signature-retention-blind.

The operator-side architecture above per-vendor-flat-moderation-decision primitive is canonical-compliance-overlay-pointer + per-deterministic-gate-engine-spec + per-tiered-routing-spec + per-semantic-LLM-scoring-spec + per-compliance-gate-spec + per-cross-skill-handoff + per-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-LLM-moderation-API-vendor

OpenAI Moderation API, Anthropic Constitutional AI, Hive AI, Spectrum Labs, Two Hat Security, Sift, Coralogix, Aporia, Lakera Guard, Protect AI Rebuff, Lasso Security, Robust Intelligence, Calypso AI, NVIDIA NeMo Guardrails, Guardrails AI, Azure AI Content Safety, AWS Bedrock Guardrails, Google Vertex AI Guardrails Aegis, Meta LlamaGuard, ShieldGemma, ModerateHateSpeech, Perspective API Jigsaw, Cohere Compass, IBM Watson NLU Content Moderation, Clarifai Moderation, Stream Chat Moderation. Per-account per-flat-moderation-decision primitive. Per-canonical-compliance-overlay-pointer-canonical-deterministic-gate-engine-canonical-tiered-routing-canonical-semantic-LLM-scoring-canonical-compliance-gate-canonical-audit-trail is not the primitive.

Per-platform per-policy-as-code-vendor

Open Policy Agent (OPA Rego), AWS Cedar, Casbin, Cerbos, Oso, Permit.io, Auth0 FGA, Topaz, Styra DAS, Datree, Conftest, Kyverno, Polaris, KubeArmor. Per-account per-flat-policy-evaluation primitive (typically blind to per-vertical + per-jurisdiction overlay matrix + per-content deterministic gate engine + tiered routing + multi-LLM ensemble semantics). Per-canonical-per-content-regex-pattern-library-canonical-per-content-forbidden-phrase-library-canonical-per-content-Aho-Corasick-canonical-per-content-Bloom-filter-canonical-per-content-Trie-canonical-per-content-Levenshtein-canonical-per-content-Soundex-canonical-per-content-Metaphone-canonical-per-content-SHA-256-content-hash-canonical-per-content-PII-detection-canonical-per-content-PHI-HIPAA-Safe-Harbor-18-identifier-canonical-per-content-PCI-scope-canonical-per-content-FINRA-SEC-banned-term-canonical-per-content-DSHEA-banned-health-claim-canonical-per-content-DEA-Schedule-II-V-canonical-per-content-cannabis-state-banned-canonical-per-content-alcohol-state-banned-canonical-per-content-tobacco-FDA-banned-canonical-per-content-lottery-state-banned-canonical-per-content-COPPA-13-canonical-per-content-hate-speech-protected-class-canonical-per-content-self-harm-canonical-per-content-violence-threat-canonical-per-content-CSAM-NCMEC-canonical-per-content-election-integrity is not the primitive.

Per-platform per-prompt-injection-defense-vendor

Lakera Guard, Protect AI Rebuff, Lasso Security, Robust Intelligence, Calypso AI, Aporia, HiddenLayer, Cranium AI, Trail of Bits Privacy Raven, Adversa AI, AdvAI, Mindgard, Snyk LLM Security, Datadog LLM Observability. Per-account per-flat-prompt-injection-detection primitive (typically blind to per-content multi-LLM ensemble agreement + Tier-1-through-5 routing + per-vertical-per-jurisdiction overlay semantics). Per-canonical-Tier-1-deterministic-pass-fail-canonical-Tier-2-deterministic-fuzzy-canonical-Tier-3-semantic-LLM-scoring-canonical-Tier-4-multi-LLM-ensemble-canonical-Tier-5-human-in-loop-canonical-tier-routing-policy-canonical-tier-routing-confidence-tier-canonical-FBC-feedback-loop is not the primitive.

Per-platform per-compliance-monitoring-vendor + per-CMP-vendor + per-CSAM-detection-vendor

Compliance.ai, Ascent RegTech, Hyperproof, Drata, Vanta, Thoropass, Tugboat Logic, OneTrust, TrustArc, Ketch, Securiti, Privacera, Skyflow, BigID, DataGrail, Transcend, Osano, Cookiebot, Didomi, Sourcepoint, Iubenda, NCMEC PhotoDNA, Thorn Safer, Hive CSAM, Image Sleuth. Per-account per-flat-compliance-report-or-CSAM-hash primitive (typically blind to per-content multi-vertical multi-jurisdiction tiered-routing semantics). Per-canonical-per-content-FTC-substantiation-canonical-per-content-HIPAA-PHI-Safe-Harbor-canonical-per-content-HIPAA-marketing-authorization-canonical-per-content-FDA-OPDP-Rx-drug-canonical-per-content-DEA-Schedule-II-V-canonical-per-content-cannabis-state-board-canonical-per-content-EU-AI-Act-Article-5-canonical-per-content-EU-AI-Act-Article-29-canonical-per-content-EU-AI-Act-Article-50-canonical-per-content-Digital-Services-Act-Article-30-canonical-per-content-Digital-Services-Act-Article-26-traders-canonical-per-content-WCAG-2.2-AA-canonical-per-content-ARIA-canonical-per-content-EAA-EN-301-549-canonical-per-content-NIST-AI-RMF-canonical-per-content-ISO-42001-canonical-per-content-ISO-27001-canonical-per-content-SOC-2-Type-II is not the primitive.

How the architecture is built

Per-portfolio per-banner per-location per-canonical-compliance-overlay-pointer-substrate. Per-1500-overlay-matrix + per-30-federal + per-FDA-OPDP + per-DEA + per-cannabis-state + per-alcohol-state + per-tobacco-FDA + per-state-lottery + per-14-international canonical-source.
Per-portfolio per-canonical-deterministic-gate-engine-spec. Per-regex-pattern-library + per-forbidden-phrase-library + per-Aho-Corasick + per-Bloom-filter + per-Trie + per-Levenshtein + per-Damerau-Levenshtein + per-Soundex + per-Metaphone + per-Double-Metaphone + per-SHA-256-content-hash + per-URL-domain-allow-deny + per-PII-detection-8-type + per-PHI-HIPAA-Safe-Harbor-18-identifier + per-PCI-scope + per-FINRA-SEC-banned-term + per-DSHEA-banned-health-claim + per-DEA-Schedule-II-V + per-cannabis-state-banned + per-alcohol-state-banned + per-tobacco-FDA-banned + per-lottery-state-banned + per-COPPA-13 + per-hate-speech-protected-class + per-self-harm-crisis + per-violence-threat + per-CSAM-NCMEC-PhotoDNA + per-election-integrity-false-claim + per-deterministic-confidence-tier + per-deterministic-latency-budget-sub-50ms canonical-deterministic.
Per-portfolio per-canonical-tiered-routing-spec. Per-Tier-1-deterministic-pass-fail + per-Tier-2-deterministic-fuzzy + per-Tier-3-semantic-LLM-scoring + per-Tier-4-multi-LLM-ensemble-agreement + per-Tier-5-human-in-loop + per-tier-routing-policy + per-tier-routing-confidence-tier canonical-tier-routing.
Per-portfolio per-canonical-semantic-LLM-scoring-spec. Per-multi-LLM-ensemble + per-LLM-prompt-template-versioning + per-prompt-injection-defense + per-jailbreak-detection + per-multi-language-moderation + per-LLM-scoring-confidence-tier + per-policy-versioning + per-FBC-feedback-loop canonical-semantic-LLM-scoring.
Per-portfolio per-canonical-compliance-gate-spec. Per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-FTC-Health-Products-Compliance-Guide + per-FTC-fake-review-rule-of-2024 + per-CFPB-UDAAP + per-FDD-Item-12-Item-17-Item-19 + per-state-FRR + per-state-UDTPA + per-Lanham + per-Robinson-Patman + per-HIPAA-PHI-Safe-Harbor + per-HIPAA-marketing-authorization-164.508 + per-FCRA + per-ECOA-Reg-B + per-Fair-Housing-Act + per-GLBA + per-FINRA-2210 + per-SEC-Reg-S-K + per-state-bar-advertising + per-state-professional-licensing + per-FDA-DSHEA + per-FDA-Part-101 + per-FDA-Part-117 + per-FDA-cosmetic-rule + per-FDA-OPDP-Rx-drug + per-FDA-21-CFR-Part-11 + per-FDA-DSCSA + per-DEA-Schedule-II-V + per-cannabis-state-board + per-alcohol-TABC-CalABC-SLA + per-tobacco-FDA + per-state-lottery + per-COPPA + per-TCPA + per-10DLC-A2P-CTIA + per-CAN-SPAM + per-CASL + per-CCPA-CPRA + per-GDPR-Article-6-7-17-22 + per-LGPD + per-DPDP + per-PIPEDA + per-EU-AI-Act-Article-5 + per-EU-AI-Act-Article-29 + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-14-15 + per-Digital-Services-Act-Article-30 + per-Digital-Services-Act-Article-26-traders + per-Digital-Services-Act-Article-24-transparency + per-Digital-Markets-Act + per-General-Product-Safety-Regulation-EU-2023-988 + per-WCAG-2.2-AA + per-ARIA + per-EAA-EN-301-549 + per-Section-508 + per-ADA-Title-III + per-NIST-AI-RMF-GOVERN-MAP-MEASURE-MANAGE + per-ISO-42001 + per-ISO-27001 + per-SOC-2-Type-II + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code canonical-compliance.
Per-portfolio per-canonical-cross-skill-handoff. Per-handoff-to-30-sibling-skills canonical-handoff.
Per-portfolio per-canonical-audit-trail + per-portfolio-audit-trail. Per-per-decision-canonical-audit-record + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-HIPAA-medical-record-retention + per-7-year-state-bar-record-retention + per-6-year-SEC-record-retention + per-3-year-FINRA-record-retention + per-FDA-21-CFR-Part-11-electronic-signature-retention canonical-audit.
Per-portfolio per-compliance-overlay-manager-agent-canonical-bundle. Per-pre-filter-deterministic-gates + per-llm-semantic-compliance-scoring + per-per-vertical-overlay-authoring + per-per-jurisdiction-overlay-authoring + per-regulatory-change-monitoring + per-overlay-version-control + per-overlay-conflict-resolution-with-brand-spec canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-Tier-1-deterministic-sub-50ms-to-Tier-2-fuzzy-Levenshtein-to-Tier-3-semantic-LLM-gray-zone-to-Tier-4-multi-LLM-ensemble-to-Tier-5-human-in-loop-to-compliance-gate-to-decision-audit-trail-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-Tier-1-rewind + per-Tier-2-rewind + per-Tier-3-rewind + per-Tier-4-rewind + per-Tier-5-rewind + per-compliance-gate-rewind + per-replay-confidence-tier + per-replay-explainability canonical-replay.

Frequently asked questions

What is content filtering software — tiered pre-filter deterministic gates for AI-content compliance moderation at multi-location scale?

Tiered pre-filter deterministic gates for AI-content compliance moderation run per-portfolio per-banner per-location per-canonical-compliance-overlay-pointer (per-50-state-regulator × per-30-vertical = per-1,500-overlay-matrix + per-FDA + per-FTC + per-FINRA + per-SEC + per-CFPB + per-EPA + per-DOL + per-IRS + per-EEOC + per-USDA + per-DOT + per-FAA + per-HHS + per-DOJ + per-CFTC + per-OCC + per-FRB + per-FDIC + per-NCUA + per-CPSC + per-NLRB + per-OSHA + per-NIOSH + per-NHTSA + per-FMCSA + per-NRC + per-FDA-OPDP-Rx-drug + per-DEA-controlled-substance + per-state-cannabis-CA-CO-MA-NY-MI-IL-NJ-WA-OR-NV-AZ-AK-ME + per-state-alcohol-TABC-CalABC-SLA + per-state-tobacco-FDA + per-state-lottery + per-EU-AI-Act + per-GDPR + per-Digital-Services-Act + per-Digital-Markets-Act + per-LGPD + per-DPDP + per-PIPEDA + per-UK-ICO + per-Australia-OAIC + per-Singapore-PDPA + per-Japan-APPI + per-Korea-PIPA + per-Brazil-ANPD + per-canonical-compliance-overlay) + per-canonical-deterministic-gate-engine-spec + per-canonical-tiered-routing-spec + per-canonical-semantic-LLM-scoring-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Why does per-vendor-OpenAI-Moderation-canonical-account-flat-moderation-decision break at multi-location AI-content compliance-moderation scale?

Per-vendor-OpenAI-Moderation-canonical-account-flat-moderation-decision ships per-account per-flat-moderation-decision primitive — typically a developer POSTs text to /v1/moderations, gets back a JSON with sexual/violence/hate/self-harm category scores, and wires one threshold to one publish-or-block branch. No per-canonical-compliance-overlay taxonomy, no per-vertical-per-jurisdiction overlay matrix, no per-content deterministic gate engine resolving regex-pattern-library / Aho-Corasick-multi-pattern / Bloom-filter / Trie-banned-word / Levenshtein-typo-evading / SHA-256-content-hash / PII detection / PHI HIPAA-Safe-Harbor-18-identifier / PCI credit-card / FINRA banned-term / DSHEA banned-health-claim / DEA Schedule II-V / cannabis state-by-state / alcohol state-by-state / tobacco FDA / lottery state-by-state / COPPA-13 / hate-speech protected-class / self-harm crisis / violence threat / CSAM NCMEC PhotoDNA / election-integrity false-claim, no per-content tiered routing with Tier-1-deterministic-sub-50ms + Tier-2-fuzzy-Levenshtein-Soundex-Metaphone + Tier-3-semantic-LLM-gray-zone + Tier-4-multi-LLM-ensemble + Tier-5-human-in-loop, no per-content compliance gate with FTC substantiation / HIPAA / FCRA / ECOA / FDA OPDP / DEA / EU AI Act Article 5/29/50 / Digital Services Act Article 30 / WCAG / ADA enforcement, no per-decision audit trail with regulatory-defense retention. Per-vendor-Anthropic + Hive + Spectrum-Labs + Two-Hat + Sift + Lakera-Guard + Protect-AI-Rebuff + Lasso + Robust-Intelligence + Calypso-AI + NeMo-Guardrails-NVIDIA + Guardrails-AI + Azure-AI-Content-Safety + AWS-Bedrock-Guardrails + Google-Vertex-AI-Guardrails + Meta-LlamaGuard + ShieldGemma + ModerateHateSpeech + Perspective-API + Cohere-Compass + Watson-NLU + Clarifai-canonical-account-flat-moderation-decision ship per-vendor per-native account-flat-moderation-decision primitives. At 1-account-1-flat-moderation-decision scale per-account per-flat-moderation-decision primitive is enough. At multi-location AI-content compliance-moderation scale per-canonical-compliance-overlay-pointer + per-canonical-deterministic-gate-engine-spec + per-canonical-tiered-routing-spec + per-canonical-semantic-LLM-scoring-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail.

How does per-content deterministic-gate-engine + per-content tiered-routing work?

Per-portfolio per-banner per-location per-canonical-deterministic-gate-engine-spec runs per-portfolio per-canonical-per-content-regex-pattern-library (per-vertical-regex-bank + per-jurisdiction-regex-bank + per-claim-substantiation-regex + per-trademark-exact-match-regex + per-allow-listed-claim-regex) + per-canonical-per-content-forbidden-phrase-library + per-canonical-per-content-Aho-Corasick-multi-pattern-match + per-canonical-per-content-Bloom-filter-pre-screen + per-canonical-per-content-Trie-banned-word-lookup + per-canonical-per-content-Levenshtein-distance-typo-evading-match + per-canonical-per-content-Damerau-Levenshtein + per-canonical-per-content-Soundex + per-canonical-per-content-Metaphone + per-canonical-per-content-Double-Metaphone + per-canonical-per-content-SHA-256-content-hash-duplicate + per-canonical-per-content-URL-allow-deny-list + per-canonical-per-content-domain-allow-deny-list + per-canonical-per-content-PII-detection (per-SSN + per-EIN + per-credit-card + per-phone-E.164 + per-email + per-passport + per-driver-license + per-account-number) + per-canonical-per-content-PHI-detection-HIPAA-Safe-Harbor-18-identifier + per-canonical-per-content-PCI-scope-credit-card-4digit-6digit-full-CVV-expiry + per-canonical-per-content-FINRA-SEC-banned-term + per-canonical-per-content-DSHEA-banned-health-claim + per-canonical-per-content-DEA-Schedule-II-III-IV-V-controlled-substance + per-canonical-per-content-cannabis-state-CA-CO-MA-NY-MI-IL-NJ-WA-OR-NV-AZ-AK-ME-banned + per-canonical-per-content-alcohol-TABC-CalABC-SLA-banned + per-canonical-per-content-tobacco-FDA-state-banned + per-canonical-per-content-lottery-state-banned + per-canonical-per-content-COPPA-13-banned + per-canonical-per-content-hate-speech-protected-class-regex (per-race + per-religion + per-gender + per-LGBTQ + per-disability + per-age + per-national-origin) + per-canonical-per-content-self-harm-crisis-trigger + per-canonical-per-content-violence-threat-trigger + per-canonical-per-content-CSAM-NCMEC-PhotoDNA-hash-match + per-canonical-per-content-election-integrity-false-claim-regex + per-canonical-per-content-deterministic-confidence-tier + per-canonical-per-content-deterministic-explainability + per-canonical-per-content-deterministic-latency-budget-sub-50ms. Per-canonical-tiered-routing-spec runs per-portfolio per-canonical-Tier-1-deterministic-pass-fail (sub-50ms + catches 60-80% obvious clears + obvious violations) + per-canonical-Tier-2-deterministic-fuzzy (Levenshtein + Soundex + Metaphone + catches typo-evading variants) + per-canonical-Tier-3-semantic-LLM-scoring (only the 10-30% gray zone + preserves cost + latency budget) + per-canonical-Tier-4-multi-LLM-ensemble-agreement (per-GPT-4o + per-Claude-Sonnet + per-Claude-Opus + per-Gemini-Pro + per-Mistral-Large + per-Cohere-Command + per-Llama-3-70B + per-Meta-LlamaGuard + per-ShieldGemma + per-NVIDIA-NeMo-Guardrails + per-Azure-AI-Content-Safety + per-AWS-Bedrock-Guardrails + per-Google-Vertex-AI-Guardrails-Aegis) + per-canonical-Tier-5-human-in-loop + per-canonical-tier-routing-policy (pass-to-publish + fail-to-block-or-redraft + gray-to-LLM-tier + edge-to-ensemble + contested-to-human) + per-canonical-tier-routing-confidence-tier + per-canonical-tier-routing-explainability + per-canonical-per-content-FBC-feedback-loop (per-false-positive-rescue + per-false-negative-learn + per-pattern-learning + per-multi-arm-bandit-regret + per-recalibration).

What does per-content semantic-LLM-scoring + per-content compliance-gate do?

Per-portfolio per-banner per-location per-content per-canonical-semantic-LLM-scoring-spec runs per-portfolio per-canonical-per-content-multi-LLM-ensemble + per-canonical-per-content-LLM-prompt-template-versioning + per-canonical-per-content-prompt-injection-defense (per-Lakera-Guard + per-Protect-AI-Rebuff + per-Lasso-Security + per-Robust-Intelligence + per-Calypso-AI + per-Aporia) + per-canonical-per-content-jailbreak-detection + per-canonical-per-content-context-window-truncation-defense + per-canonical-per-content-multi-language-moderation (per-Spanish + per-Mandarin + per-Vietnamese + per-Korean + per-Tagalog + per-French + per-Arabic + per-Russian + per-Haitian-Creole + per-Polish + per-Portuguese + per-Hindi + per-Urdu + per-Bengali) + per-canonical-per-content-LLM-scoring-confidence-tier + per-canonical-per-content-LLM-scoring-explainability + per-canonical-per-content-policy-versioning (per-rule-version + per-effective-date + per-sunset-date + per-jurisdiction + per-audit-hash + per-rule-author + per-rule-citation). Per-canonical-compliance-gate-spec runs per-portfolio per-canonical-per-content-FTC-substantiation-doctrine + per-canonical-per-content-FTC-MARS + per-canonical-per-content-FTC-AI-disclosure + per-canonical-per-content-FTC-endorsement-guides + per-canonical-per-content-FTC-Made-in-USA + per-canonical-per-content-FTC-Green-Guides + per-canonical-per-content-FTC-Negative-Option-ROSCA + per-canonical-per-content-FTC-MAP + per-canonical-per-content-FTC-Health-Products-Compliance-Guide + per-canonical-per-content-FTC-fake-review-rule-of-2024 + per-canonical-per-content-CFPB-UDAAP + per-canonical-per-content-FDD-Item-12-Item-17-Item-19 + per-canonical-per-content-state-FRR + per-canonical-per-content-state-UDTPA + per-canonical-per-content-Lanham-Act-false-advertising + per-canonical-per-content-Robinson-Patman + per-canonical-per-content-HIPAA-PHI-Safe-Harbor + per-canonical-per-content-HIPAA-marketing-authorization-164.508 + per-canonical-per-content-FCRA + per-canonical-per-content-ECOA-Reg-B + per-canonical-per-content-Fair-Housing-Act + per-canonical-per-content-GLBA + per-canonical-per-content-FINRA-2210 + per-canonical-per-content-SEC-Reg-S-K + per-canonical-per-content-state-bar-advertising + per-canonical-per-content-state-professional-licensing + per-canonical-per-content-FDA-DSHEA + per-canonical-per-content-FDA-Part-101 + per-canonical-per-content-FDA-Part-117 + per-canonical-per-content-FDA-cosmetic-rule + per-canonical-per-content-FDA-OPDP-Rx-drug-advertising + per-canonical-per-content-FDA-21-CFR-Part-11 + per-canonical-per-content-FDA-DSCSA + per-canonical-per-content-DEA-Schedule-II-III-IV-V + per-canonical-per-content-cannabis-state-board + per-canonical-per-content-alcohol-TABC-CalABC-SLA + per-canonical-per-content-tobacco-FDA + per-canonical-per-content-state-lottery + per-canonical-per-content-COPPA-13 + per-canonical-per-content-TCPA + per-canonical-per-content-10DLC-A2P-CTIA-Common-Short-Code-Carrier + per-canonical-per-content-CAN-SPAM + per-canonical-per-content-CASL + per-canonical-per-content-CCPA-CPRA + per-canonical-per-content-GDPR-Article-6-7-17-22 + per-canonical-per-content-LGPD + per-canonical-per-content-DPDP + per-canonical-per-content-PIPEDA + per-canonical-per-content-EU-AI-Act-Article-5-prohibited + per-canonical-per-content-EU-AI-Act-Article-29-prohibited-practices + per-canonical-per-content-EU-AI-Act-Article-50-transparency + per-canonical-per-content-EU-AI-Act-Article-13-14-15 + per-canonical-per-content-Digital-Services-Act-Article-30 + per-canonical-per-content-Digital-Services-Act-Article-26-traders + per-canonical-per-content-Digital-Services-Act-Article-24-transparency + per-canonical-per-content-Digital-Markets-Act + per-canonical-per-content-General-Product-Safety-Regulation-EU-2023-988 + per-canonical-per-content-WCAG-2.2-AA-accessibility + per-canonical-per-content-ARIA + per-canonical-per-content-EAA-EN-301-549 + per-canonical-per-content-Section-508 + per-canonical-per-content-ADA-Title-III + per-canonical-per-content-NIST-AI-RMF-GOVERN-MEASURE-MANAGE-MAP + per-canonical-per-content-ISO-42001 + per-canonical-per-content-ISO-27001 + per-canonical-per-content-SOC-2-Type-II + per-canonical-per-content-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-canonical-per-content-compliance-confidence-tier + per-canonical-per-content-compliance-explainability.

What does per-content cross-skill-handoff + per-compliance-overlay-manager-agent-canonical-bundle do?

Per-portfolio per-content per-canonical-per-content-cross-skill-handoff runs per-portfolio per-canonical-per-content-handoff-to-tiered-content-filtering (parent commercial pillar at /tiered-content-filtering) + per-canonical-per-content-handoff-to-compliance-overlay-manager (parent agent) + per-canonical-per-content-handoff-to-llm-semantic-compliance-scoring (sibling skill on compliance-overlay-manager agent) + per-canonical-per-content-handoff-to-marketing-compliance-software (sibling commercial pillar at /marketing-compliance-software) + per-canonical-per-content-handoff-to-compliance-checklist + per-canonical-per-content-handoff-to-per-sku-compliance-gate + per-canonical-per-content-handoff-to-channel-policy-validation + per-canonical-per-content-handoff-to-product-compliance + per-canonical-per-content-handoff-to-brand-voice-management (sibling skill on brand-spec-authoring agent) + per-canonical-per-content-handoff-to-forbidden-phrase-library + per-canonical-per-content-handoff-to-claims-allowlist-substantiation + per-canonical-per-content-handoff-to-voice-attribute-extraction + per-canonical-per-content-handoff-to-structured-spec-authoring + per-canonical-per-content-handoff-to-borderline-routing (sibling skill on governance-decision-router agent) + per-canonical-per-content-handoff-to-five-destination-routing + per-canonical-per-content-handoff-to-fbc-override-learning + per-canonical-per-content-handoff-to-multi-dimensional-threshold-routing + per-canonical-per-content-handoff-to-marketing-ai-autonomy-profile-configuration-build-pillar (sibling build-pillar at /how-to-build-marketing-ai-autonomy-profile-configuration-end-to-end) + per-canonical-per-content-handoff-to-event-tie-in-drafting-build-pillar (sibling build-pillar at /how-to-build-per-location-event-tie-in-drafting-at-multi-location-scale) + per-canonical-per-content-handoff-to-cs-agent-assist-build-pillar (sibling build-pillar at /how-to-build-multi-location-review-response-agent-assist) + per-canonical-per-content-handoff-to-weather-seasonality-patterns-build-pillar (sibling build-pillar at /how-to-build-multi-location-weather-driven-marketing-reactions) + per-canonical-per-content-handoff-to-crm-record-creation-build-pillar + per-canonical-per-content-handoff-to-multi-source-attribution-preserving-lead-ingestion-build-pillar + per-canonical-per-content-handoff-to-routing-audit-trail-build-pillar + per-canonical-per-content-handoff-to-versioned-customer-history-DSAR-build-pillar + per-canonical-per-content-handoff-to-versioned-history-regulatory-defense-build-pillar + per-canonical-per-content-handoff-to-master-record-build-pillar + per-canonical-per-content-handoff-to-jsonld-generation-build-pillar + per-canonical-per-content-handoff-to-continuous-schema-audit-build-pillar + per-canonical-per-content-handoff-to-per-vertical-schema-validation-build-pillar + per-canonical-per-content-handoff-to-per-vertical-catalog-schema-validation-build-pillar + per-canonical-per-content-handoff-to-per-jurisdiction-compliance-multi-state-franchise-build-pillar + per-canonical-per-content-handoff-to-multi-location-sms-broadcast-build-pillar + per-canonical-per-content-handoff-to-per-location-sms-template-library-build-pillar + per-canonical-per-content-handoff-to-lifecycle-email-sms-build-pillar. Per-compliance-overlay-manager-agent-canonical-bundle integrates the pre-filter-deterministic-gates skill with sibling skills on the same compliance-overlay-manager agent: per-canonical-pre-filter-deterministic-gates (this skill) + per-canonical-llm-semantic-compliance-scoring + per-canonical-per-vertical-overlay-authoring + per-canonical-per-jurisdiction-overlay-authoring + per-canonical-regulatory-change-monitoring + per-canonical-overlay-version-control + per-canonical-overlay-conflict-resolution-with-brand-spec. Per-canonical-end-to-end-SLA runs per-canonical-per-content-Tier-1-deterministic-sub-50ms-to-Tier-2-fuzzy-Levenshtein-to-Tier-3-semantic-LLM-gray-zone-to-Tier-4-multi-LLM-ensemble-to-Tier-5-human-in-loop-to-compliance-gate-to-decision-audit-trail-SLA canonical-SLA.

What does per-decision audit-trail + per-canonical-end-to-end-replay do?

Per-portfolio per-decision per-canonical-audit-trail runs per-portfolio per-canonical-per-decision-canonical-audit-record (per-decision-ID + per-banner-pointer + per-location-pointer + per-1500-overlay-matrix-snapshot + per-federal-FDA-FTC-FINRA-SEC-CFPB-snapshot + per-state-cannabis-snapshot + per-state-alcohol-snapshot + per-state-tobacco-snapshot + per-state-lottery-snapshot + per-international-EU-AI-Act-GDPR-DSA-DMA-LGPD-DPDP-PIPEDA-snapshot + per-regex-pattern-library-snapshot + per-forbidden-phrase-library-snapshot + per-Aho-Corasick-snapshot + per-Bloom-filter-snapshot + per-Trie-snapshot + per-Levenshtein-snapshot + per-SHA-256-content-hash-snapshot + per-PII-detection-snapshot + per-PHI-HIPAA-Safe-Harbor-18-identifier-snapshot + per-PCI-scope-snapshot + per-FINRA-SEC-banned-term-snapshot + per-DSHEA-banned-health-claim-snapshot + per-DEA-Schedule-II-V-snapshot + per-cannabis-state-banned-snapshot + per-alcohol-state-banned-snapshot + per-tobacco-state-banned-snapshot + per-lottery-state-banned-snapshot + per-COPPA-13-snapshot + per-hate-speech-protected-class-snapshot + per-self-harm-trigger-snapshot + per-violence-threat-snapshot + per-CSAM-NCMEC-PhotoDNA-snapshot + per-election-integrity-false-claim-snapshot + per-deterministic-confidence-tier-snapshot + per-deterministic-latency-budget-snapshot + per-Tier-1-pass-fail-snapshot + per-Tier-2-fuzzy-snapshot + per-Tier-3-semantic-LLM-snapshot + per-Tier-4-multi-LLM-ensemble-snapshot + per-Tier-5-human-in-loop-snapshot + per-tier-routing-policy-snapshot + per-prompt-injection-defense-snapshot + per-jailbreak-detection-snapshot + per-multi-language-moderation-snapshot + per-LLM-scoring-confidence-tier-snapshot + per-policy-versioning-snapshot + per-FBC-feedback-loop-snapshot + per-FTC-substantiation-snapshot + per-FTC-MARS-snapshot + per-FTC-AI-disclosure-snapshot + per-FTC-endorsement-guides-snapshot + per-FTC-Made-in-USA-snapshot + per-FTC-Green-Guides-snapshot + per-FTC-Negative-Option-ROSCA-snapshot + per-FTC-MAP-snapshot + per-FTC-Health-Products-Compliance-Guide-snapshot + per-FTC-fake-review-rule-of-2024-snapshot + per-CFPB-UDAAP-snapshot + per-FDD-Item-12-Item-17-Item-19-snapshot + per-state-FRR-snapshot + per-state-UDTPA-snapshot + per-Lanham-snapshot + per-Robinson-Patman-snapshot + per-HIPAA-PHI-Safe-Harbor-snapshot + per-HIPAA-marketing-authorization-snapshot + per-FCRA-snapshot + per-ECOA-Reg-B-snapshot + per-Fair-Housing-Act-snapshot + per-GLBA-snapshot + per-FINRA-2210-snapshot + per-SEC-Reg-S-K-snapshot + per-state-bar-advertising-snapshot + per-state-professional-licensing-snapshot + per-FDA-DSHEA-snapshot + per-FDA-Part-101-snapshot + per-FDA-Part-117-snapshot + per-FDA-cosmetic-rule-snapshot + per-FDA-OPDP-Rx-drug-snapshot + per-FDA-21-CFR-Part-11-snapshot + per-FDA-DSCSA-snapshot + per-DEA-Schedule-II-V-snapshot + per-cannabis-state-board-snapshot + per-alcohol-state-board-snapshot + per-tobacco-FDA-snapshot + per-state-lottery-snapshot + per-COPPA-snapshot + per-TCPA-snapshot + per-10DLC-A2P-CTIA-snapshot + per-CAN-SPAM-snapshot + per-CASL-snapshot + per-CCPA-CPRA-snapshot + per-GDPR-Article-6-7-17-22-snapshot + per-LGPD-snapshot + per-DPDP-snapshot + per-PIPEDA-snapshot + per-EU-AI-Act-Article-5-snapshot + per-EU-AI-Act-Article-29-snapshot + per-EU-AI-Act-Article-50-snapshot + per-EU-AI-Act-Article-13-14-15-snapshot + per-Digital-Services-Act-Article-30-snapshot + per-Digital-Services-Act-Article-26-traders-snapshot + per-Digital-Services-Act-Article-24-transparency-snapshot + per-Digital-Markets-Act-snapshot + per-General-Product-Safety-Regulation-EU-2023-988-snapshot + per-WCAG-2.2-AA-snapshot + per-ARIA-snapshot + per-EAA-EN-301-549-snapshot + per-Section-508-snapshot + per-ADA-Title-III-snapshot + per-NIST-AI-RMF-snapshot + per-ISO-42001-snapshot + per-ISO-27001-snapshot + per-SOC-2-Type-II-snapshot + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-snapshot + per-compliance-confidence-tier-snapshot + per-canonical-audit-record) + per-canonical-immutable-WORM-storage + per-canonical-7-year-IRS-tax-retention + per-canonical-7-year-FTC-substantiation-retention + per-canonical-7-year-HIPAA-medical-record-retention + per-canonical-7-year-state-bar-record-retention + per-canonical-3-year-FINRA-record-retention + per-canonical-6-year-SEC-record-retention + per-canonical-FDA-21-CFR-Part-11-electronic-signature-record-retention. Per-canonical-end-to-end-replay runs per-portfolio per-canonical-per-decision-Tier-1-rewind + per-canonical-per-decision-Tier-2-rewind + per-canonical-per-decision-Tier-3-rewind + per-canonical-per-decision-Tier-4-rewind + per-canonical-per-decision-Tier-5-rewind + per-canonical-per-decision-compliance-gate-rewind + per-canonical-per-decision-replay-confidence-tier + per-canonical-per-decision-replay-explainability.

Engage the compliance-overlay-manager agent

Per-portfolio per-banner per-location per-canonical-compliance-overlay-pointer + per-canonical-deterministic-gate-engine-spec + per-canonical-tiered-routing-spec + per-canonical-semantic-LLM-scoring-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail shipped as the orchestration layer above your existing per-LLM-moderation-API-vendor + per-policy-as-code-vendor + per-prompt-injection-defense-vendor + per-compliance-monitoring-vendor + per-CMP-vendor + per-CSAM-detection-vendor primitive.

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