Data-layer swarm · Brand-Spec-Authoring Agent · Claims-allowlist-substantiation skill · Build pillar · Published July 17, 2026

How to build claims-allowlist substantiation for AI-generated marketing

This guide explains how to architect the claims-allowlist-substantiation skill on the brand-spec-authoring agent end-to-end at multi-location regulated-marketing scale: per-portfolio per-banner per-location per-AI-agent per-canonical-claim-pointer + per-canonical-allowlist-catalog-spec + per-canonical-substantiation-evidence-chain-spec + per-canonical-pre-generation-constraint-spec + per-canonical-post-generation-verification-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Engage the brand-spec-authoring agent See the 32-agent swarm

What you will build

Per-portfolio per-banner per-location per-AI-agent per-canonical-claim-pointer across 19 canonical-claim types — per-quantitative + per-superlative + per-comparative + per-endorsement + per-health + per-safety + per-environmental + per-Made-in-USA + per-price + per-savings + per-financial-return + per-energy-efficiency + per-organic-natural-non-GMO + per-allergen-free + per-clinical-result + per-warranty + per-rating-review + per-award-recognition + per-availability + per-canonical-claim.
Per-canonical-allowlist-catalog-spec + per-canonical-substantiation-evidence-chain-spec — per-claim allowed-value + scope-bound + comparator + endorser-identity + endorsement-compensation-disclosure + endorsement-typicality-disclosure + Made-in-USA all-or-virtually-all + list/was/MSRP price + MAP-substantiation-period + FDD-Item-19-FPR + FINRA-2210 + Energy-Star + USDA-Organic + Non-GMO-Project + rating-value-sample-size + per-claim-effective-date + per-claim-source-of-record + per-claim-confidence-tier + per-evidence-source-of-record (internal-doc + third-party-study + clinical-trial + government-data + FDA-approval + FTC-consent-decree + court-record + USPTO + PubMed + NIH + FDA-Orange-Book + USPTO-trademark + customer-data-graph + master-record + FDD + SEC-EDGAR + FINRA-BrokerCheck) + per-evidence-document-hash (SHA-256/512/3 + Merkle-tree-root) + per-evidence-author-identity + per-evidence-publication-date + per-evidence-version + per-evidence-effective-date + per-evidence-expiration-date + per-evidence-jurisdiction-bound + per-evidence-product-bound + per-evidence-confidence-tier.
Per-canonical-pre-generation-constraint-spec + per-canonical-post-generation-verification-spec — per-system-prompt-injection (allowed-claim-list + forbidden-claim-list + claim-substantiation-evidence-chain-pointer) + per-RAG-retrieval-augmented-generation (Pinecone + Weaviate + Qdrant + Milvus + Chroma + pgvector + Elasticsearch-vector + OpenSearch-vector + AWS-Kendra + Azure-AI-Search + Vertex-AI-Search) + per-grammar-constrained-decoding (Outlines + Guidance + LMQL + SGLang + JSON-schema + Pydantic-model + Zod-schema + regex-constrained + CFG) + per-deterministic-template-fill-in + per-pre-generation-confidence-tier + per-NER + per-numeric/superlative/comparative/endorsement/ Made-in-USA/price/financial/energy/organic/rating/award/availability-extraction + per-allowlist-match (exact + fuzzy + semantic + distance-threshold) + per-evidence-chain-resolve + per-LLM-as-judge-cross-check + per-multi-LLM-ensemble-cross-check + per-self-consistency + per-chain-of-thought + per-pass-fail-route (auto-publish + FBC + escalate-to-legal + reject-with-feedback + batch-review).
Per-canonical-compliance-gate-spec — per-FTC-substantiation-doctrine (Pfizer 1972 + 1983 Policy Statement) + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA-rule + per-FTC-Green-Guides + per-FTC-Health-Products-Compliance-Guide + per-FTC-Negative-Option + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101 + per-FDA-21-CFR-Part-202 + per-FDA-DSHEA-dietary-supplement + per-FDA-OTC-monograph + per-FDA-medical-device + per-FDA-cosmetic + per-FDA-DSCSA + per-USDA-Organic + per-USDA-COOL + per-NAD-NARB + per-state-baby-food + per-state-recreational-cannabis + per-DEA-controlled-substance + per-ATF + per-CPSC-CPSIA + per-EPA-FIFRA + per-EPA-Energy-Star + per-DOE-rating + per-EPA-Fuel-Economy + per-Prop-65 + per-FDD-Item-19-FPR + per-FINRA-2210 + per-SEC-Reg-S-K + per-Lanham-Act + per-state-UDTPA + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA + per-Section-508 + per-ADA-Title-III + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-NIST-AI-RMF + per-ISO-42001 + 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-16-sibling-skills (claims-substantiation parent + brand-spec-authoring agent + brand-voice-management + forbidden-phrase-library + voice-attribute-extraction + brand-voice-drift-monitoring + brand-voice-guidelines + pr-style-brand-spec-versioning + five-destination-routing + borderline-routing + routing-audit-trail + versioned-history-regulatory-defense + per-vertical-compliance-overlay + per-vertical-pre-built-compliance-overlay-templates + filtered-regulatory-change-monitoring + marketing-compliance-overlay-regulated + per-jurisdiction-compliance-multi-state-franchise) + per-per-claim-canonical-audit-record + per-SOC-2-Type-II + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-FDD-retention.

Why per-vendor-OpenAI-account-flat-LLM-completion breaks at multi-location regulated-marketing scale

At 1-account-1-flat-completion scale per-account per-flat-LLM-completion primitive is enough. At multi-location regulated-marketing scale per-canonical-allowlist-catalog-spec + per-canonical-substantiation-evidence-chain-spec + per-canonical-pre-generation-constraint-spec + per-canonical-post-generation-verification-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail.

Per-account-flat-LLM-completion + per-allowlist-catalog-blind + per-substantiation-evidence-chain-blind + per-pre-generation-constraint-blind + per-post-generation-verification-blind + per-compliance-gate-blind + per-multi-format-audit-trail-blind + per-FTC-substantiation-doctrine-blind + per-FTC-MARS-blind + per-FTC-AI-disclosure-blind + per-FTC-endorsement-guides-blind + per-FTC-Made-in-USA-rule-blind + per-FTC-Green-Guides-blind + per-FTC-Health-Products-Compliance-Guide-blind + per-CFPB-UDAAP-blind + per-FDA-21-CFR-Part-101-Part-202-blind + per-FDA-DSHEA-blind + per-USDA-Organic-blind + per-NAD-NARB-blind + per-FDD-Item-19-FPR-blind + per-FINRA-2210-blind + per-SEC-Reg-S-K-blind + per-Lanham-Act-blind + per-EU-AI-Act-Article-50-blind + per-EU-AI-Act-Article-13-Article-14-Article-15-blind + per-NIST-AI-RMF-blind + per-ISO-42001-blind + per-7-year-FTC-substantiation-retention-blind + per-7-year-FDD-retention-blind.

The operator-side architecture above per-vendor-flat-LLM-completion primitive is canonical-allowlist-catalog-spec + per-substantiation-evidence-chain-spec + per-pre-generation-constraint-spec + per-post-generation-verification-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-foundation-model-vendor

OpenAI, Anthropic, Google Vertex AI, AWS Bedrock, Azure OpenAI, Cohere, Mistral, Meta Llama, Databricks Foundation Models, Together AI, Replicate, Groq, Perplexity, xAI Grok. Per-account per-flat-LLM-completion primitive — no per-claim evidence chain, no allowlist constraint, no post-generation verification, no compliance gate. Per-canonical-allowlist-catalog-canonical-substantiation-evidence-chain-canonical-pre-generation-constraint-canonical-post-generation-verification-canonical-compliance-gate-canonical-audit-trail is not the primitive.

Per-platform per-AI-content-generation-vendor

Jasper, Copy.ai, Writesonic, Anyword, Persado, Phrasee, Rytr, ContentBot, Frase, Surfer SEO, Scalenut, MarketMuse, NeuronWriter, AlliAI, BloggerAI, GrowthBar. Per-account per-flat-content-generation primitive (typically brand-voice-aware via system prompt + occasional style-tagged training). Per-canonical-per-claim-quantitative-superlative-comparative-endorsement-health-safety-environmental-Made-in-USA-price-savings-financial-return-energy-efficiency-organic-natural-allergen-free-clinical-warranty-rating-review-award-availability-allowlist-canonical-per-claim-evidence-source-of-record-canonical-per-claim-evidence-document-hash-canonical-per-claim-evidence-author-identity-canonical-per-claim-evidence-publication-date-canonical-per-claim-evidence-effective-date-canonical-per-claim-evidence-expiration-date-canonical-per-claim-evidence-jurisdiction-bound-canonical-per-claim-evidence-product-bound is not the primitive.

Per-platform per-LLM-guardrails-content-moderation-vendor

Guardrails AI, NeMo Guardrails (NVIDIA), Llama Guard (Meta), Lakera Guard, Robust Intelligence, Aporia, Calypso AI, OpenAI Moderation, Perspective API (Google), Hive Moderation, Galileo, Patronus AI, Arthur Shield, Fiddler AI. Per-account per-flat-guardrails-rule primitive (typically toxicity + PII + jailbreak; some support custom policy as Markdown/YAML). Per-canonical-per-claim-FTC-substantiation-doctrine-canonical-per-claim-FTC-MARS-canonical-per-claim-FTC-AI-disclosure-canonical-per-claim-FTC-endorsement-guides-canonical-per-claim-FTC-Made-in-USA-rule-canonical-per-claim-FTC-Green-Guides-canonical-per-claim-FTC-Health-Products-Compliance-Guide-canonical-per-claim-CFPB-UDAAP-canonical-per-claim-FDA-21-CFR-Part-101-Part-202-canonical-per-claim-FDA-DSHEA-canonical-per-claim-USDA-Organic-canonical-per-claim-NAD-NARB-canonical-per-claim-FDD-Item-19-FPR-canonical-per-claim-FINRA-2210-canonical-per-claim-SEC-Reg-S-K-canonical-per-claim-Lanham-Act-canonical-per-claim-EU-AI-Act-Article-50-canonical-per-claim-EU-AI-Act-Article-13-Article-14-Article-15-canonical-per-claim-NIST-AI-RMF-canonical-per-claim-ISO-42001-canonical-per-claim-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code is not the primitive.

Per-platform per-RAG-vector-store-vendor

Pinecone, Weaviate, Qdrant, Milvus, Chroma, pgvector, Elasticsearch (vector), OpenSearch (vector), AWS Kendra, Azure AI Search, Vertex AI Search, Vespa, Marqo, Vald, Typesense (vector). Per-account per-flat-vector-store primitive (typically blind to claim-allowlist semantics). Per-canonical-per-claim-RAG-retrieval-augmented-generation-canonical-per-claim-allowlist-vector-store-canonical-per-claim-evidence-vector-store-canonical-per-claim-grammar-constrained-decoding-Outlines-Guidance-LMQL-SGLang-JSON-schema-Pydantic-Zod-regex-CFG-canonical-per-claim-deterministic-template-fill-in is not the primitive.

How the architecture is built

Per-portfolio per-banner per-location per-AI-agent per-canonical-claim-pointer-substrate. Per-19-canonical-claim-type canonical-claim.
Per-portfolio per-canonical-allowlist-catalog-spec. Per-quantitative + per-superlative + per-comparative + per-endorsement + per-health-safety-environmental + per-Made-in-USA + per-price-savings + per-financial-return + per-energy-efficiency + per-organic-natural-non-GMO + per-allergen-free + per-clinical-result + per-warranty + per-rating-review + per-award-recognition + per-availability canonical-allowlist.
Per-portfolio per-canonical-substantiation-evidence-chain-spec. Per-source-of-record + per-document-hash + per-author-identity + per-publication-date + per-version + per-effective-date + per-expiration-date + per-jurisdiction-bound + per-product-bound + per-evidence-confidence-tier + per-evidence-explainability canonical-evidence.
Per-portfolio per-canonical-pre-generation-constraint-spec. Per-system-prompt-injection + per-RAG-retrieval-augmented-generation + per-grammar-constrained-decoding + per-deterministic-template-fill-in + per-pre-generation-confidence-tier canonical-pre-gen.
Per-portfolio per-canonical-post-generation-verification-spec. Per-NER + per-19-extraction + per-allowlist-match + per-evidence-chain-resolve + per-LLM-as-judge + per-multi-LLM-ensemble + per-self-consistency + per-chain-of-thought + per-pass-fail-route + per-post-generation-confidence-tier canonical-post-gen.
Per-portfolio per-canonical-compliance-gate-spec. Per-FTC-substantiation-doctrine + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA-rule + per-FTC-Green-Guides + per-FTC-Health-Products-Compliance-Guide + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-FDA-OTC-monograph + per-FDA-medical-device + per-FDA-cosmetic + per-FDA-DSCSA + per-USDA-Organic + per-USDA-COOL + per-NAD-NARB + per-state-baby-food + per-state-recreational-cannabis + per-DEA + per-ATF + per-CPSC-CPSIA + per-EPA-FIFRA + per-EPA-Energy-Star + per-DOE-rating + per-EPA-Fuel-Economy + per-Prop-65 + per-FDD-Item-19-FPR + per-FINRA-2210 + per-SEC-Reg-S-K + per-Lanham-Act + per-state-UDTPA + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA + per-Section-508 + per-ADA-Title-III + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code canonical-compliance.
Per-portfolio per-canonical-cross-skill-handoff. Per-handoff-to-16-sibling-skills canonical-handoff.
Per-portfolio per-canonical-audit-trail + per-portfolio-audit-trail. Per-per-claim-canonical-audit-record + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA-rule + per-FTC-Green-Guides + per-FTC-Health-Products-Compliance-Guide + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-USDA-Organic + per-USDA-COOL + per-NAD-NARB + per-FDD-Item-19-FPR + per-FINRA-2210 + per-SEC-Reg-S-K + per-Lanham-Act + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-NIST-AI-RMF + per-ISO-42001 + per-SOC-2-Type-II + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-FDD-retention canonical-audit.
Per-portfolio per-brand-spec-authoring-agent-canonical-bundle. Per-claims-allowlist-substantiation + per-brand-voice-management + per-forbidden-phrase-library + per-voice-attribute-extraction + per-brand-voice-drift-monitoring + per-brand-voice-guidelines + per-claims-substantiation canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-per-claim-allowlist-catalog-resolve-to-substantiation-evidence-chain-resolve-to-pre-generation-constraint-resolve-to-LLM-generation-to-post-generation-verification-resolve-to-pass-fail-route-resolve-to-compliance-gate-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-replay-spec + per-replay-trace + per-replay-decision + per-per-claim-generation-rewind canonical-replay.

Frequently asked questions

What is per-claim allowlist substantiation for AI-generated marketing at multi-location regulated-marketing scale?

Per-claim allowlist substantiation runs per-portfolio per-banner per-location per-AI-agent per-canonical-claim-pointer (per-quantitative-claim + per-superlative-claim + per-comparative-claim + per-endorsement-claim + per-health-claim + per-safety-claim + per-environmental-claim + per-Made-in-USA-claim + per-price-claim + per-savings-claim + per-financial-return-claim + per-energy-efficiency-claim + per-organic-natural-non-GMO-claim + per-allergen-free-claim + per-clinical-result-claim + per-warranty-claim + per-rating-review-claim + per-award-recognition-claim + per-availability-claim + per-canonical-claim) + per-canonical-allowlist-catalog-spec + per-canonical-substantiation-evidence-chain-spec + per-canonical-pre-generation-constraint-spec + per-canonical-post-generation-verification-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Why does per-vendor-OpenAI-canonical-account-flat-LLM-completion break at multi-location regulated-marketing scale?

Per-vendor-OpenAI-canonical-account-flat-LLM-completion ships per-account per-flat-LLM-completion primitive — the LLM generates plausible-sounding marketing copy but has no claim-substantiation evidence chain, no allowlist constraint, no post-generation verification, and no compliance gate. Per-vendor-Anthropic-canonical + per-Google-Vertex-AI-canonical + per-AWS-Bedrock-canonical + per-Azure-OpenAI-canonical + per-Cohere-canonical + per-Mistral-canonical + per-Llama-canonical + per-Claude-canonical + per-GPT-4o-canonical-account-flat-LLM-completion all ship the same per-flat-LLM-completion primitive. At 1-account-1-flat-completion scale per-account per-flat-LLM-completion primitive is enough. At multi-location regulated-marketing scale per-canonical-allowlist-catalog-spec + per-canonical-substantiation-evidence-chain-spec + per-canonical-pre-generation-constraint-spec + per-canonical-post-generation-verification-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail.

How does per-claim allowlist-catalog + per-claim substantiation-evidence-chain work?

Per-portfolio per-banner per-location per-canonical-allowlist-catalog-spec runs per-portfolio per-canonical-quantitative-claim-allowlist (per-numeric-value + per-numeric-unit + per-numeric-rounding-rule + per-numeric-effective-date + per-numeric-source-of-record + per-numeric-confidence-tier) + per-canonical-superlative-claim-allowlist (per-only/first/best/largest/leading-claim + per-superlative-scope-bound + per-superlative-effective-date + per-superlative-source-of-record + per-superlative-confidence-tier) + per-canonical-comparative-claim-allowlist (per-vs-competitor + per-vs-benchmark + per-comparison-methodology + per-comparison-effective-date + per-comparison-source-of-record + per-comparison-confidence-tier) + per-canonical-endorsement-claim-allowlist (per-endorser-identity + per-endorsement-statement + per-endorsement-compensation-disclosure + per-endorsement-typicality-disclosure + per-endorsement-effective-date + per-endorsement-FTC-endorsement-guides-compliance + per-endorsement-confidence-tier) + per-canonical-health-safety-environmental-claim-allowlist + per-canonical-Made-in-USA-claim-allowlist (per-FTC-Made-in-USA-rule-all-or-virtually-all-domestic + per-Made-in-USA-effective-date + per-Made-in-USA-source-of-record + per-Made-in-USA-confidence-tier) + per-canonical-price-savings-claim-allowlist (per-list-price + per-was-price + per-MSRP + per-MAP-substantiation-period + per-price-effective-date + per-price-source-of-record + per-price-confidence-tier) + per-canonical-financial-return-claim-allowlist (per-FDD-Item-19-FPR + per-FINRA-2210 + per-SEC-Reg-S-K-forward-looking + per-financial-return-substantiation-period + per-financial-return-source-of-record + per-financial-return-confidence-tier) + per-canonical-energy-efficiency-claim-allowlist (per-Energy-Star + per-DOE-rating + per-EPA-Fuel-Economy + per-energy-efficiency-effective-date + per-energy-efficiency-source-of-record + per-energy-efficiency-confidence-tier) + per-canonical-organic-natural-non-GMO-claim-allowlist (per-USDA-Organic + per-Non-GMO-Project-Verified + per-Natural-FDA-non-binding-guidance + per-natural-effective-date + per-natural-source-of-record + per-natural-confidence-tier) + per-canonical-allergen-free-claim-allowlist + per-canonical-clinical-result-claim-allowlist + per-canonical-warranty-claim-allowlist + per-canonical-rating-review-claim-allowlist (per-rating-value + per-rating-sample-size + per-rating-effective-date + per-rating-source-of-record + per-rating-confidence-tier) + per-canonical-award-recognition-claim-allowlist + per-canonical-availability-claim-allowlist. Per-canonical-substantiation-evidence-chain-spec runs per-portfolio per-canonical-per-claim-evidence-source-of-record (per-internal-document + per-third-party-study + per-clinical-trial + per-government-data + per-trade-association-data + per-FDA-approval-record + per-FTC-consent-decree + per-court-record + per-Patent-USPTO + per-PubMed + per-NIH + per-FDA-Orange-Book + per-USPTO-trademark + per-customer-data-graph + per-master-record + per-FDD + per-SEC-EDGAR + per-FINRA-BrokerCheck) + per-canonical-per-claim-evidence-document-hash (per-SHA-256 + per-SHA-512 + per-SHA-3 + per-Merkle-tree-root) + per-canonical-per-claim-evidence-author-identity + per-canonical-per-claim-evidence-publication-date + per-canonical-per-claim-evidence-version + per-canonical-per-claim-evidence-effective-date + per-canonical-per-claim-evidence-expiration-date + per-canonical-per-claim-evidence-jurisdiction-bound + per-canonical-per-claim-evidence-product-bound + per-canonical-per-claim-evidence-confidence-tier + per-canonical-per-claim-evidence-explainability.

What does per-claim pre-generation-constraint + per-claim post-generation-verification work?

Per-portfolio per-banner per-location per-AI-agent per-canonical-pre-generation-constraint-spec runs per-portfolio per-canonical-per-claim-system-prompt-injection (per-allowed-claim-list + per-forbidden-claim-list + per-claim-substantiation-evidence-chain-pointer + per-allowed-numeric-value + per-allowed-superlative + per-allowed-comparator + per-allowed-endorser + per-allowed-Made-in-USA + per-allowed-price + per-allowed-financial-return + per-allowed-energy-efficiency + per-allowed-organic-natural + per-allowed-rating-review + per-allowed-award + per-allowed-availability) + per-canonical-per-claim-RAG-retrieval-augmented-generation (per-claim-allowlist-vector-store + per-claim-evidence-vector-store + per-Pinecone + per-Weaviate + per-Qdrant + per-Milvus + per-Chroma + per-pgvector + per-Elasticsearch-vector + per-OpenSearch-vector + per-AWS-Kendra + per-Azure-AI-Search + per-Vertex-AI-Search) + per-canonical-per-claim-grammar-constrained-decoding (per-Outlines + per-Guidance + per-LMQL + per-SGLang + per-JSON-schema + per-Pydantic-model + per-Zod-schema + per-regex-constrained-decoding + per-Context-Free-Grammar) + per-canonical-per-claim-deterministic-template-fill-in (per-template-DSL + per-template-variable-binding + per-template-claim-slot + per-template-evidence-slot + per-template-effective-date-slot) + per-canonical-per-claim-pre-generation-confidence-tier + per-canonical-per-claim-pre-generation-explainability. Per-canonical-post-generation-verification-spec runs per-portfolio per-canonical-per-claim-Named-Entity-Recognition-NER + per-canonical-per-claim-numeric-extraction + per-canonical-per-claim-superlative-extraction + per-canonical-per-claim-comparative-extraction + per-canonical-per-claim-endorsement-extraction + per-canonical-per-claim-health-safety-environmental-extraction + per-canonical-per-claim-Made-in-USA-extraction + per-canonical-per-claim-price-savings-extraction + per-canonical-per-claim-financial-return-extraction + per-canonical-per-claim-energy-efficiency-extraction + per-canonical-per-claim-organic-natural-extraction + per-canonical-per-claim-rating-review-extraction + per-canonical-per-claim-award-extraction + per-canonical-per-claim-availability-extraction + per-canonical-per-claim-allowlist-match (per-exact-match + per-fuzzy-match + per-semantic-match + per-allowlist-distance-threshold) + per-canonical-per-claim-evidence-chain-resolve (per-evidence-source-of-record-resolve + per-evidence-document-hash-resolve + per-evidence-author-identity-resolve + per-evidence-publication-date-resolve + per-evidence-effective-date-resolve + per-evidence-expiration-date-resolve + per-evidence-jurisdiction-bound-resolve + per-evidence-product-bound-resolve) + per-canonical-per-claim-LLM-as-judge-cross-check + per-canonical-per-claim-multi-LLM-ensemble-cross-check + per-canonical-per-claim-self-consistency-cross-check + per-canonical-per-claim-chain-of-thought-extraction + per-canonical-per-claim-post-generation-verification-confidence-tier + per-canonical-per-claim-post-generation-verification-explainability + per-canonical-per-claim-pass-fail-route (per-pass-route-to-auto-publish + per-fail-route-to-FBC + per-fail-route-to-escalate-to-legal + per-fail-route-to-reject-with-feedback + per-borderline-route-to-batch-review).

What does per-claim compliance-gate + per-claim cross-skill-handoff do?

Per-portfolio per-claim per-canonical-compliance-gate-spec runs per-portfolio per-canonical-per-claim-FTC-substantiation-doctrine (Pfizer 1972 + 1983 Policy Statement Regarding Advertising Substantiation) + per-canonical-per-claim-FTC-MARS-multi-location-substantiation + per-canonical-per-claim-FTC-AI-disclosure + per-canonical-per-claim-FTC-endorsement-guides + per-canonical-per-claim-FTC-Made-in-USA-rule + per-canonical-per-claim-FTC-Green-Guides + per-canonical-per-claim-FTC-Made-in-USA-labeling-rule + per-canonical-per-claim-FTC-Health-Products-Compliance-Guide + per-canonical-per-claim-FTC-Negative-Option + per-canonical-per-claim-CFPB-UDAAP + per-canonical-per-claim-FDA-21-CFR-Part-101-food-labeling + per-canonical-per-claim-FDA-21-CFR-Part-202-prescription-drug + per-canonical-per-claim-FDA-21-CFR-Part-101-Q-A-structure-function-claim + per-canonical-per-claim-FDA-DSHEA-dietary-supplement + per-canonical-per-claim-FDA-OTC-monograph + per-canonical-per-claim-FDA-medical-device + per-canonical-per-claim-FDA-cosmetic + per-canonical-per-claim-FDA-DSCSA + per-canonical-per-claim-USDA-Organic + per-canonical-per-claim-USDA-Country-of-Origin-Labeling-COOL + per-canonical-per-claim-NAD-NARB-self-regulation + per-canonical-per-claim-state-baby-food + per-canonical-per-claim-state-recreational-cannabis + per-canonical-per-claim-DEA-controlled-substance + per-canonical-per-claim-ATF-firearms-alcohol-tobacco + per-canonical-per-claim-CPSC-CPSIA + per-canonical-per-claim-EPA-FIFRA-pesticide + per-canonical-per-claim-EPA-Energy-Star + per-canonical-per-claim-DOE-rating + per-canonical-per-claim-EPA-Fuel-Economy + per-canonical-per-claim-Prop-65 + per-canonical-per-claim-FDD-Item-19-FPR + per-canonical-per-claim-FINRA-2210 + per-canonical-per-claim-SEC-Reg-S-K-forward-looking + per-canonical-per-claim-Lanham-Act-false-advertising + per-canonical-per-claim-state-consumer-protection-UDTPA + per-canonical-per-claim-state-relationship-laws-FRR + per-canonical-per-claim-Robinson-Patman + per-canonical-per-claim-WCAG-2.2-AA + per-canonical-per-claim-Section-508 + per-canonical-per-claim-ADA-Title-III + per-canonical-per-claim-EU-AI-Act-Article-50-AI-disclosure + per-canonical-per-claim-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-per-claim-NIST-AI-RMF + per-canonical-per-claim-ISO-42001 + per-canonical-per-claim-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-canonical-per-claim-compliance-confidence-tier + per-canonical-per-claim-compliance-explainability. Per-canonical-per-claim-cross-skill-handoff runs per-portfolio per-canonical-per-claim-handoff-to-claims-substantiation (parent commercial pillar at /claims-substantiation) + per-canonical-per-claim-handoff-to-brand-spec-authoring (parent agent) + per-canonical-per-claim-handoff-to-brand-voice-management (sibling commercial at /brand-voice-management) + per-canonical-per-claim-handoff-to-forbidden-phrase-library (sibling commercial at /forbidden-phrase-library) + per-canonical-per-claim-handoff-to-voice-attribute-extraction (sibling commercial at /voice-attribute-extraction) + per-canonical-per-claim-handoff-to-brand-voice-drift-monitoring (sibling commercial at /brand-voice-drift-monitoring) + per-canonical-per-claim-handoff-to-brand-voice-guidelines (sibling commercial at /brand-voice-guidelines) + per-canonical-per-claim-handoff-to-pr-style-brand-spec-versioning (sibling build-pillar at /how-to-build-pr-style-brand-spec-versioning) + per-canonical-per-claim-handoff-to-five-destination-routing (sibling build-pillar at /how-to-build-five-destination-routing-for-ai-decision-approval) + per-canonical-per-claim-handoff-to-borderline-routing (sibling build-pillar at /how-to-build-borderline-routing-for-ai-outputs) + per-canonical-per-claim-handoff-to-routing-audit-trail (sibling build-pillar at /how-to-build-routing-audit-trails-for-ai-output-governance) + per-canonical-per-claim-handoff-to-versioned-history-regulatory-defense (sibling build-pillar at /how-to-build-versioned-history-regulatory-defense-for-multi-location-operators) + per-canonical-per-claim-handoff-to-per-vertical-compliance-overlay (sibling build-pillar at /how-to-build-per-vertical-compliance-overlay) + per-canonical-per-claim-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-claim-handoff-to-filtered-regulatory-change-monitoring (sibling build-pillar at /how-to-build-filtered-regulatory-change-monitoring) + per-canonical-per-claim-handoff-to-marketing-compliance-overlay-regulated (sibling build-pillar at /how-to-build-marketing-compliance-overlay-for-regulated-industries) + per-canonical-per-claim-handoff-to-per-jurisdiction-compliance-multi-state-franchise (sibling build-pillar at /how-to-build-per-jurisdiction-compliance-for-multi-state-franchise-operators).

What does per-claim audit-trail + per-brand-spec-authoring-agent-canonical-bundle do?

Per-portfolio per-claim per-canonical-audit-trail runs per-portfolio per-canonical-per-claim-canonical-audit-record (per-claim-generation-ID + per-banner-pointer + per-location-pointer + per-AI-agent-pointer + per-19-canonical-claim-type-snapshot + per-allowlist-catalog-snapshot + per-quantitative-superlative-comparative-endorsement-health-safety-environmental-Made-in-USA-price-savings-financial-return-energy-efficiency-organic-natural-allergen-free-clinical-warranty-rating-review-award-availability-snapshot + per-evidence-source-of-record-snapshot + per-evidence-document-hash-SHA-256-512-3-Merkle-snapshot + per-evidence-author-identity-snapshot + per-evidence-publication-date-snapshot + per-evidence-version-snapshot + per-evidence-effective-date-expiration-date-snapshot + per-evidence-jurisdiction-bound-product-bound-snapshot + per-evidence-confidence-tier-snapshot + per-pre-generation-system-prompt-injection-snapshot + per-pre-generation-RAG-retrieval-snapshot + per-pre-generation-vector-store-Pinecone-Weaviate-Qdrant-Milvus-Chroma-pgvector-Elasticsearch-OpenSearch-Kendra-Azure-AI-Search-Vertex-AI-Search-snapshot + per-pre-generation-grammar-constrained-decoding-Outlines-Guidance-LMQL-SGLang-JSON-schema-Pydantic-Zod-regex-CFG-snapshot + per-pre-generation-deterministic-template-fill-in-snapshot + per-pre-generation-confidence-tier-snapshot + per-post-generation-NER-snapshot + per-post-generation-numeric-extraction-snapshot + per-post-generation-superlative-extraction-snapshot + per-post-generation-comparative-extraction-snapshot + per-post-generation-endorsement-extraction-snapshot + per-post-generation-Made-in-USA-extraction-snapshot + per-post-generation-price-savings-extraction-snapshot + per-post-generation-financial-return-extraction-snapshot + per-post-generation-energy-efficiency-extraction-snapshot + per-post-generation-organic-natural-extraction-snapshot + per-post-generation-rating-review-extraction-snapshot + per-post-generation-award-extraction-snapshot + per-post-generation-availability-extraction-snapshot + per-post-generation-allowlist-match-snapshot + per-post-generation-evidence-chain-resolve-snapshot + per-post-generation-LLM-as-judge-snapshot + per-post-generation-multi-LLM-ensemble-snapshot + per-post-generation-self-consistency-snapshot + per-post-generation-chain-of-thought-snapshot + per-post-generation-confidence-tier-snapshot + per-pass-fail-route-snapshot + per-FTC-substantiation-doctrine-snapshot + per-FTC-MARS-snapshot + per-FTC-AI-disclosure-snapshot + per-FTC-endorsement-guides-snapshot + per-FTC-Made-in-USA-rule-snapshot + per-FTC-Green-Guides-snapshot + per-FTC-Health-Products-Compliance-Guide-snapshot + per-FTC-Negative-Option-snapshot + per-CFPB-UDAAP-snapshot + per-FDA-21-CFR-Part-101-snapshot + per-FDA-21-CFR-Part-202-snapshot + per-FDA-DSHEA-snapshot + per-FDA-OTC-monograph-snapshot + per-FDA-medical-device-snapshot + per-FDA-cosmetic-snapshot + per-FDA-DSCSA-snapshot + per-USDA-Organic-snapshot + per-USDA-COOL-snapshot + per-NAD-NARB-snapshot + per-state-baby-food-recreational-cannabis-snapshot + per-DEA-controlled-substance-snapshot + per-ATF-snapshot + per-CPSC-CPSIA-snapshot + per-EPA-FIFRA-snapshot + per-EPA-Energy-Star-snapshot + per-DOE-rating-snapshot + per-EPA-Fuel-Economy-snapshot + per-Prop-65-snapshot + per-FDD-Item-19-FPR-snapshot + per-FINRA-2210-snapshot + per-SEC-Reg-S-K-snapshot + per-Lanham-Act-snapshot + per-state-consumer-protection-UDTPA-snapshot + per-state-relationship-laws-FRR-snapshot + per-Robinson-Patman-snapshot + per-WCAG-2.2-AA-snapshot + per-Section-508-snapshot + per-ADA-Title-III-snapshot + per-EU-AI-Act-Article-50-snapshot + per-EU-AI-Act-Article-13-Article-14-Article-15-snapshot + per-NIST-AI-RMF-snapshot + per-ISO-42001-snapshot + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-snapshot + per-compliance-confidence-tier-snapshot + per-canonical-audit-record) + per-canonical-FTC-substantiation-doctrine + per-canonical-FTC-MARS + per-canonical-FTC-AI-disclosure + per-canonical-FTC-endorsement-guides + per-canonical-FTC-Made-in-USA-rule + per-canonical-FTC-Green-Guides + per-canonical-FTC-Health-Products-Compliance-Guide + per-canonical-FDA-21-CFR-Part-101-Part-202 + per-canonical-FDA-DSHEA + per-canonical-USDA-Organic + per-canonical-USDA-COOL + per-canonical-EU-AI-Act-Article-50 + per-canonical-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-NIST-AI-RMF + per-canonical-ISO-42001 + per-canonical-SOC-2-Type-II + per-canonical-immutable-WORM-storage + per-canonical-7-year-IRS-tax-retention + per-canonical-7-year-FTC-substantiation-retention + per-canonical-7-year-FDD-retention. Per-brand-spec-authoring-agent-canonical-bundle integrates the claims-allowlist-substantiation skill with sibling skills on the same brand-spec-authoring agent: per-canonical-claims-allowlist-substantiation (this skill) + per-canonical-brand-voice-management + per-canonical-forbidden-phrase-library + per-canonical-voice-attribute-extraction + per-canonical-brand-voice-drift-monitoring + per-canonical-brand-voice-guidelines + per-canonical-claims-substantiation. Per-canonical-end-to-end-SLA runs per-canonical-per-claim-allowlist-catalog-resolve-to-substantiation-evidence-chain-resolve-to-pre-generation-constraint-resolve-to-LLM-generation-to-post-generation-verification-resolve-to-pass-fail-route-resolve-to-compliance-gate-SLA canonical-SLA.

Engage the brand-spec-authoring agent

Per-portfolio per-banner per-location per-AI-agent per-canonical-claim-pointer + per-canonical-allowlist-catalog-spec + per-canonical-substantiation-evidence-chain-spec + per-canonical-pre-generation-constraint-spec + per-canonical-post-generation-verification-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail shipped as the orchestration layer above your existing per-LLM-foundation-model-vendor + per-AI-content-generation-vendor + per-LLM-guardrails-content-moderation-vendor + per-RAG-vector-store-vendor primitive.

Book a scope call Browse the 32-agent catalog