Data-layer swarm · Catalog-Canonicalization Agent · Catalog-per-vertical-schema-validation skill · Build pillar · Published July 10, 2026

How to build per-vertical catalog schema validation for multi-vertical regulated operators

This guide explains how to architect the catalog-per-vertical-schema-validation skill on the catalog-canonicalization agent end-to-end at multi-vertical regulated franchise scale: per-portfolio per-SKU per-canonical-per-SKU-vertical-detection + per-per-vertical-schema-pack-composition + per-per-compliance-class-rule-library + per-per-master-record-wiring + per-per-cross-channel-sync + per-per-recall-routing + per-per-pre-publish-validation + per-per-cross-vertical-conflict-resolution + per-per-multi-LLM-classification + per-per-vertical-confidence-spec + per-per-SKU-audit-trail + per-portfolio audit-trail.

Engage the catalog-canonicalization agent See the 32-agent swarm

What you will build

Per-portfolio per-canonical-per-SKU-vertical-detection across per-NAICS-2017 + per-Google-Product-Category + per-HS-Code + per-FDA-product-classification + per-DEA-Schedule + per-USDA-classification + per-EPA-classification + per-DOT-hazmat-classification + per-CPSC-classification + per-FCC-classification + per-state-cannabis-classification + per-portfolio-internal-vertical-taxonomy + per-multi-LLM-vertical-classification + per-vertical-confidence + per-multi-vertical-resolution.
Per-canonical-per-vertical-schema-pack-composition — per-HIPAA-medical-device + per-FDA-food-cosmetic-drug + per-FDA-tobacco-deeming + per-FDA-vaping + per-cannabis-per-state + per-CBD-hemp + per-FINRA-financial-product + per-CFPB-consumer-financial-product + per-FTC-MARS + per-CPSC-children-product-safety + per-EPA-pesticide-FIFRA + per-CARB + per-Prop-65 + per-OSHA-hazardous-substance + per-DOT-hazmat + per-USDA-organic + per-USDA-meat-poultry-egg + per-FSMA-supply-chain + per-EU-MDR-medical-device + per-EU-CE-marking + per-UKCA-marking + per-CCC-China-Compulsory-Certification schema pack.
Per-canonical-per-compliance-class-rule-library — per-HIPAA + per-FDA-21-CFR-Part-11-electronic-records + per-FDA-21-CFR-Part-211-cGMP + per-FDA-21-CFR-Part-201-labeling + per-FDA-21-CFR-Part-101-nutrition-labeling + per-FDA-21-CFR-Part-1140-tobacco-deeming + per-DEA-21-CFR-Part-1300-Schedule + per-FINRA-Rule-2210 + per-CFPB-Regulation-Z + per-CFPB-Regulation-E + per-FTC-MARS-Made-In-USA + per-CPSC-CPSIA + per-EPA-FIFRA + per-Prop-65-warning-label + per-cannabis-per-state-license + per-rule-library-versioning + per-rule-library-rollback + per-rule-library-impact-routing + per-OPA-Cedar-Casbin-Cerbos-Oso.
Per-canonical-per-master-record-wiring + per-cross-channel-sync + per-recall-routing — per-SKU-master-record-resolution + per-cross-vendor-deduplication + per-cross-channel-merge + per-versioning + per-rollback + per-cross-vertical-merge + per-PIM-emission + per-Amazon + per-Walmart + per-Target + per-Shopify + per-BigCommerce + per-Magento + per-WooCommerce + per-Salesforce-Commerce-Cloud + per-Adobe-Commerce + per-eBay + per-Etsy + per-Faire + per-Wayfair + per-Houzz + per-Google-Shopping + per-Meta-Shop + per-TikTok-Shop + per-Pinterest-Shopping + per-FDA + per-CPSC + per-NHTSA + per-USDA-FSIS + per-EPA + per-cannabis-per-state + per-EU-RAPEX-international + per-channel-takedown + per-FCC-TCPA-CASL-customer-notification.
Per-canonical-per-pre-publish-validation + per-cross-vertical-conflict-resolution + per-multi-LLM-classification + per-vertical-confidence + per-audit-trail — per-required-property-completeness + per-recommended-property-completeness + per-property-type-correctness + per-property-value-range + per-property-format + per-cross-channel-consistency + per-cross-vertical-consistency + per-property-confidence + per-forbidden-claim + per-Prop-65-warning-label + per-allergen-label + per-cross-vertical-property-conflict + per-precedence-rule + per-merge-spec + per-policy-engine + per-multi-LLM-ensemble + per-LLM-vertical-classification + per-LLM-compliance-class-routing + per-LLM-forbidden-claim + per-LLM-Prop-65 + per-LLM-allergen + per-LLM-confidence + per-LLM-self-consistency + per-Bayesian-posterior + per-frequentist + per-bootstrap + per-threshold-routing + per-per-SKU-canonical-audit-record + per-FDA-21-CFR-Part-11-electronic-records + per-DEA-Form-222 + per-FINRA-OATS + per-CPSC + per-Prop-65 + per-cannabis-per-state + per-FCC-TCPA-CASL-PIPEDA-GDPR-CCPA-FDD-attestation + per-immutable-WORM-storage.

Why per-vendor-Centric-PLM-single-vertical-product-master breaks at multi-vertical regulated franchise scale

Per-vendor-Centric-PLM-canonical-single-vertical-product-master ships per-account per-SKU per-attribute single-vertical primitive. Per-vendor-Akeneo + Salsify + Syndigo + Informatica-PIM + Riversand + Stibo-Systems + Contentserv + Plytix + inriver + Quable + Catsy + Pimcore-canonical-single-vertical-product-master ship per-vendor per-native single-vertical primitives.

At 1-vertical-1-product-master scale per-account per-SKU per-attribute single-vertical primitive is enough. At multi-vertical regulated franchise scale per-per-SKU-vertical-detection + per-per-vertical-schema-pack-composition + per-per-compliance-class-rule-library + per-per-master-record-wiring + per-per-cross-channel-sync + per-per-recall-routing + per-per-pre-publish-validation + per-per-cross-vertical-conflict-resolution + per-per-multi-LLM-classification + per-per-vertical-confidence-spec + per-per-SKU-audit-trail.

Per-single-vertical-product-master + per-per-SKU-vertical-detection-blind + per-per-vertical-schema-pack-blind + per-per-compliance-class-rule-library-blind + per-master-record-wiring-blind + per-cross-channel-sync-blind + per-recall-routing-blind + per-pre-publish-validation-blind + per-cross-vertical-conflict-resolution-blind + per-multi-LLM-classification-blind + per-vertical-confidence-blind + per-multi-format-audit-trail-blind.

The operator-side architecture above per-vendor-PIM primitive is canonical-per-SKU-vertical-detection + per-per-vertical-schema-pack-composition + per-per-compliance-class-rule-library + per-per-master-record-wiring + per-per-cross-channel-sync + per-per-recall-routing + per-per-pre-publish-validation + per-per-cross-vertical-conflict-resolution + per-per-multi-LLM-classification + per-per-vertical-confidence-spec + per-per-SKU-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-PIM-vendor

Centric PLM, Akeneo, Salsify, Syndigo, Informatica PIM, Riversand, Stibo Systems, Contentserv, Plytix, inriver, Quable, Catsy, Pimcore, Sales Layer, OneTimePIM, Magnitude Software. Per-account per-SKU per-attribute single-vertical primitive. Per-canonical-per-SKU-vertical-detection-canonical-per-vertical-schema-pack-composition-canonical-per-compliance-class-rule-library-canonical-per-master-record-wiring-canonical-per-cross-channel-sync-canonical-per-recall-routing-canonical-per-pre-publish-validation-canonical-per-cross-vertical-conflict-resolution-canonical-per-multi-LLM-classification-canonical-per-vertical-confidence-canonical-per-SKU-audit-trail is not the primitive.

Per-platform per-compliance-management-vendor

MasterControl, Veeva Vault, Sparta Systems TrackWise (Honeywell), AssurX, Greenlight Guru, Qualio, ZenQMS, Beacon Quality, ETQ Reliance, Ideagen. Per-account per-document per-workflow primitive. Per-canonical-per-SKU-vertical-classification-canonical-per-vertical-schema-pack-canonical-per-rule-library-canonical-OPA-Cedar-Casbin-Cerbos-Oso-canonical-versioning-canonical-rollback-canonical-impact-routing is not the primitive.

Per-platform per-cross-channel-feed-vendor

ChannelAdvisor (Rithum), Feedonomics, GoDataFeed, DataFeedWatch, Productsup, Sales Layer Feed, Channel Pilot, Searchspring Feed, Pacvue, Linnworks. Per-account per-channel per-feed primitive. Per-canonical-per-channel-sync-canonical-per-Amazon-Walmart-Target-Shopify-BigCommerce-Magento-WooCommerce-Salesforce-Commerce-Cloud-Adobe-Commerce-eBay-Etsy-Faire-Wayfair-Houzz-Google-Shopping-Meta-Shop-TikTok-Shop-Pinterest-Shopping is not the primitive.

Per-platform per-recall-management-vendor

FDA Recall Portal, CPSC SaferProducts.gov, NHTSA Recall Lookup, USDA FSIS Recall Database, EPA Recall Database, Stericycle ExpertSOLUTIONS, Sedgwick Brand Protection, RQA, Inmar Intelligence. Per-account per-recall per-notification primitive. Per-canonical-per-recall-routing-canonical-per-channel-takedown-canonical-FCC-TCPA-CASL-customer-notification-canonical-per-recall-audit-record is not the primitive.

How the architecture is built

Per-portfolio per-canonical-per-SKU-vertical-detection-substrate. Per-NAICS-2017 + per-Google-Product-Category + per-HS-Code + per-FDA-product-classification + per-DEA-Schedule + per-USDA + per-EPA + per-DOT-hazmat + per-CPSC + per-FCC + per-state-cannabis + per-portfolio-internal-vertical-taxonomy + per-multi-LLM-vertical-classification + per-vertical-confidence + per-multi-vertical-resolution canonical-vertical.
Per-portfolio per-canonical-per-vertical-schema-pack-composition. Per-HIPAA-medical-device + per-FDA-food-cosmetic-drug + per-FDA-tobacco-deeming + per-FDA-vaping + per-cannabis-per-state + per-CBD-hemp + per-FINRA-financial-product + per-CFPB-consumer-financial-product + per-FTC-MARS + per-CPSC-CPSIA + per-EPA-FIFRA + per-CARB + per-Prop-65 + per-OSHA + per-DOT-hazmat + per-USDA-organic + per-USDA-meat-poultry-egg + per-FSMA-supply-chain + per-EU-MDR + per-EU-CE + per-UKCA + per-CCC canonical-schema-pack.
Per-portfolio per-canonical-per-compliance-class-rule-library. Per-HIPAA + per-FDA-21-CFR-Part-11 + per-FDA-21-CFR-Part-211 + per-FDA-21-CFR-Part-201 + per-FDA-21-CFR-Part-101 + per-FDA-21-CFR-Part-1140 + per-DEA-21-CFR-Part-1300 + per-FINRA-Rule-2210 + per-CFPB-Regulation-Z + per-CFPB-Regulation-E + per-FTC-MARS-Made-In-USA + per-CPSC-CPSIA + per-EPA-FIFRA + per-Prop-65-warning-label + per-cannabis-per-state-license + per-rule-library-versioning + per-rule-library-rollback + per-rule-library-impact-routing + per-OPA-Cedar-Casbin-Cerbos-Oso canonical-rule-library.
Per-portfolio per-canonical-per-master-record-wiring. Per-SKU-master-record-resolution + per-cross-vendor-dedup + per-cross-channel-merge + per-versioning + per-rollback + per-cross-vertical-merge + per-PIM-emission canonical-master-record.
Per-portfolio per-canonical-per-cross-channel-sync. Per-Amazon + per-Walmart + per-Target + per-Shopify + per-BigCommerce + per-Magento + per-WooCommerce + per-Salesforce-Commerce-Cloud + per-Adobe-Commerce + per-eBay + per-Etsy + per-Faire + per-Wayfair + per-Houzz + per-Google-Shopping + per-Meta-Shop + per-TikTok-Shop + per-Pinterest-Shopping canonical-channel-sync.
Per-portfolio per-canonical-per-recall-routing. Per-FDA + per-CPSC + per-NHTSA + per-USDA-FSIS + per-EPA + per-cannabis-per-state + per-EU-RAPEX-international + per-channel-takedown + per-FCC-TCPA-customer-notification + per-CASL-customer-notification + per-recall-audit-record canonical-recall.
Per-portfolio per-canonical-per-pre-publish-validation. Per-required-property-completeness + per-recommended-property-completeness + per-property-type-correctness + per-property-value-range + per-property-format + per-cross-channel-consistency + per-cross-vertical-consistency + per-property-confidence + per-forbidden-claim-detection + per-Prop-65-warning-label-detection + per-allergen-label-detection canonical-pre-publish.
Per-portfolio per-canonical-per-cross-vertical-conflict-resolution. Per-cross-vertical-property-conflict + per-precedence-rule + per-merge-spec + per-OPA-Cedar-Casbin-Cerbos-Oso canonical-cross-vertical-conflict.
Per-portfolio per-canonical-per-multi-LLM-classification. Per-GPT-4o + per-Claude-Sonnet + per-Gemini-Pro + per-LLM-vertical-classification + per-LLM-compliance-class-routing + per-LLM-forbidden-claim-detection + per-LLM-Prop-65-warning-detection + per-LLM-allergen-label-detection + per-LLM-confidence-scoring + per-LLM-self-consistency canonical-multi-LLM.
Per-portfolio per-canonical-per-vertical-confidence-spec. Per-Bayesian-posterior + per-frequentist + per-bootstrap + per-threshold-routing canonical-confidence.
Per-portfolio per-canonical-per-SKU-audit-trail + per-portfolio-audit-trail. Per-SKU-canonical-audit-record + per-FDA-21-CFR-Part-11-electronic-records + per-DEA-Form-222 + per-FINRA-OATS + per-CPSC + per-Prop-65 + per-cannabis-per-state + per-FCC-TCPA-CASL-PIPEDA-GDPR-CCPA-FDD-attestation + per-immutable-WORM canonical-audit.
Per-portfolio per-catalog-canonicalization-agent-canonical-bundle. Per-product-compliance + per-pim-software + per-multi-pim-catalog-ingestion + per-per-vertical-overlay-templates + per-master-record-sync + per-product-feed-management + per-product-traceability-software + per-multi-channel-inventory-management + per-catalog-conflict-resolution-golden-record-emission + per-per-field-conflict-resolution-policy canonical-bundle.
Per-portfolio per-canonical-cross-skill-flow-emission. Per-multi-pim-catalog-ingestion emits → per-catalog-per-vertical-schema-validation consumes + emits → per-master-record-sync consumes + emits → per-product-feed-management consumes + emits → per-product-traceability-software consumes + emits.

Frequently asked questions

What is per-vertical catalog schema validation for multi-vertical regulated operators?

Per-vertical catalog schema validation runs per-portfolio per-SKU per-canonical-per-SKU-vertical-detection (per-NAICS-2017-canonical + per-Google-Product-Category-canonical + per-HS-Code-canonical + per-FDA-product-classification + per-DEA-Schedule + per-USDA-classification + per-EPA-classification + per-DOT-hazmat-classification + per-CPSC-classification + per-FCC-classification + per-state-cannabis-classification + per-portfolio-internal-vertical-taxonomy per-canonical-vertical) + per-canonical-per-vertical-schema-pack-composition (per-HIPAA-medical-device-schema + per-FDA-food-cosmetic-drug-schema + per-FDA-tobacco-deeming-schema + per-FDA-vaping-schema + per-cannabis-per-state-schema + per-CBD-hemp-schema + per-FINRA-financial-product-schema + per-CFPB-consumer-financial-product-schema + per-FTC-MARS-schema + per-CPSC-children-product-safety-schema + per-EPA-pesticide-FIFRA-schema + per-CARB-California-Air-Resources-Board-schema + per-Prop-65-California-schema + per-OSHA-hazardous-substance-schema + per-DOT-hazmat-schema + per-USDA-organic-schema + per-USDA-meat-poultry-egg-schema + per-FSMA-supply-chain-schema + per-EU-MDR-medical-device-schema + per-EU-CE-marking-schema + per-UKCA-marking-schema + per-CCC-China-Compulsory-Certification-schema per-canonical-schema-pack) + per-canonical-per-compliance-class-rule-library + per-canonical-per-master-record-wiring + per-canonical-per-cross-channel-sync + per-canonical-per-recall-routing + per-canonical-per-pre-publish-validation + per-canonical-per-cross-vertical-conflict-resolution + per-canonical-per-multi-LLM-classification + per-canonical-per-vertical-confidence-spec + per-canonical-per-audit-trail + per-portfolio audit-trail.

Why does per-vendor-Centric-PLM-canonical-single-vertical-product-master break at multi-vertical regulated franchise scale?

Per-vendor-Centric-PLM-canonical-single-vertical-product-master ships per-account per-SKU per-attribute single-vertical primitive. Per-vendor-Akeneo-canonical + per-Salsify-canonical + per-Syndigo-canonical + per-Informatica-PIM-canonical + per-Riversand-canonical + per-Stibo-Systems-canonical + per-Contentserv-canonical + per-Plytix-canonical + per-inriver-canonical + per-Quable-canonical + per-Catsy-canonical + per-Pimcore-canonical-single-vertical-product-master ship per-vendor per-native single-vertical primitives. At 1-vertical-1-product-master scale per-account per-SKU per-attribute single-vertical primitive is enough. At multi-vertical regulated franchise scale per-canonical-per-SKU-vertical-detection + per-canonical-per-vertical-schema-pack-composition + per-canonical-per-compliance-class-rule-library + per-canonical-per-master-record-wiring + per-canonical-per-cross-channel-sync + per-canonical-per-recall-routing + per-canonical-per-pre-publish-validation + per-canonical-per-cross-vertical-conflict-resolution + per-canonical-per-multi-LLM-classification + per-canonical-per-vertical-confidence-spec + per-canonical-per-audit-trail.

How does per-portfolio per-canonical-per-SKU-vertical-detection + per-canonical-per-vertical-schema-pack-composition work?

Per-portfolio per-canonical-per-SKU-vertical-detection runs per-portfolio per-canonical-per-SKU-NAICS-2017-classification-spec + per-canonical-per-SKU-Google-Product-Category-classification-spec + per-canonical-per-SKU-HS-Code-classification-spec + per-canonical-per-SKU-FDA-product-classification-spec + per-canonical-per-SKU-DEA-Schedule-classification-spec + per-canonical-per-SKU-USDA-classification-spec + per-canonical-per-SKU-EPA-classification-spec + per-canonical-per-SKU-DOT-hazmat-classification-spec + per-canonical-per-SKU-CPSC-classification-spec + per-canonical-per-SKU-FCC-classification-spec + per-canonical-per-SKU-state-cannabis-classification-spec + per-canonical-per-SKU-multi-LLM-vertical-classification + per-canonical-per-SKU-vertical-confidence-scoring + per-canonical-per-SKU-multi-vertical-resolution. Per-canonical-per-vertical-schema-pack-composition runs per-portfolio per-canonical-per-HIPAA-medical-device-schema-spec + per-canonical-per-FDA-food-cosmetic-drug-schema-spec + per-canonical-per-FDA-tobacco-deeming-schema-spec + per-canonical-per-FDA-vaping-schema-spec + per-canonical-per-cannabis-per-state-schema-spec + per-canonical-per-CBD-hemp-schema-spec + per-canonical-per-FINRA-financial-product-schema-spec + per-canonical-per-CFPB-consumer-financial-product-schema-spec + per-canonical-per-FTC-MARS-schema-spec + per-canonical-per-CPSC-children-product-safety-schema-spec + per-canonical-per-EPA-pesticide-FIFRA-schema-spec + per-canonical-per-CARB-California-Air-Resources-Board-schema-spec + per-canonical-per-Prop-65-California-schema-spec + per-canonical-per-OSHA-hazardous-substance-schema-spec + per-canonical-per-DOT-hazmat-schema-spec + per-canonical-per-USDA-organic-schema-spec + per-canonical-per-USDA-meat-poultry-egg-schema-spec + per-canonical-per-FSMA-supply-chain-schema-spec + per-canonical-per-EU-MDR-medical-device-schema-spec + per-canonical-per-EU-CE-marking-schema-spec + per-canonical-per-UKCA-marking-schema-spec + per-canonical-per-CCC-China-Compulsory-Certification-schema-spec.

What does per-portfolio per-canonical-per-compliance-class-rule-library + per-master-record-wiring + per-cross-channel-sync do?

Per-portfolio per-canonical-per-compliance-class-rule-library runs per-portfolio per-canonical-per-HIPAA-rule-library-spec + per-canonical-per-FDA-21-CFR-Part-11-electronic-records-spec + per-canonical-per-FDA-21-CFR-Part-211-cGMP-spec + per-canonical-per-FDA-21-CFR-Part-201-labeling-spec + per-canonical-per-FDA-21-CFR-Part-101-nutrition-labeling-spec + per-canonical-per-FDA-21-CFR-Part-1140-tobacco-deeming-spec + per-canonical-per-DEA-21-CFR-Part-1300-Schedule-spec + per-canonical-per-FINRA-Rule-2210-communications-with-public-spec + per-canonical-per-CFPB-Regulation-Z-truth-in-lending-spec + per-canonical-per-CFPB-Regulation-E-electronic-fund-transfer-spec + per-canonical-per-FTC-MARS-Made-In-USA-spec + per-canonical-per-CPSC-CPSIA-Children-Product-Safety-spec + per-canonical-per-EPA-FIFRA-pesticide-spec + per-canonical-per-Prop-65-warning-label-spec + per-canonical-per-cannabis-per-state-license-spec + per-canonical-per-rule-library-versioning + per-canonical-per-rule-library-rollback + per-canonical-per-rule-library-impact-routing + per-canonical-per-rule-library-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-engine. Per-canonical-per-master-record-wiring runs per-portfolio per-canonical-per-SKU-master-record-resolution + per-canonical-per-SKU-master-record-cross-vendor-deduplication + per-canonical-per-SKU-master-record-cross-channel-merge + per-canonical-per-SKU-master-record-versioning + per-canonical-per-SKU-master-record-rollback + per-canonical-per-SKU-master-record-cross-vertical-merge-spec + per-canonical-per-SKU-master-record-emission-to-PIM-spec. Per-canonical-per-cross-channel-sync runs per-portfolio per-canonical-per-Amazon-channel-sync + per-canonical-per-Walmart-channel-sync + per-canonical-per-Target-channel-sync + per-canonical-per-Shopify-channel-sync + per-canonical-per-BigCommerce-channel-sync + per-canonical-per-Magento-channel-sync + per-canonical-per-WooCommerce-channel-sync + per-canonical-per-Salesforce-Commerce-Cloud-channel-sync + per-canonical-per-Adobe-Commerce-channel-sync + per-canonical-per-eBay-channel-sync + per-canonical-per-Etsy-channel-sync + per-canonical-per-Faire-channel-sync + per-canonical-per-Wayfair-channel-sync + per-canonical-per-Houzz-channel-sync + per-canonical-per-Google-Shopping-channel-sync + per-canonical-per-Meta-Shop-channel-sync + per-canonical-per-TikTok-Shop-channel-sync + per-canonical-per-Pinterest-Shopping-channel-sync.

What does per-portfolio per-canonical-per-recall-routing + per-pre-publish-validation + per-cross-vertical-conflict-resolution + per-multi-LLM-classification do?

Per-portfolio per-canonical-per-recall-routing runs per-portfolio per-canonical-per-FDA-recall-routing-spec + per-canonical-per-CPSC-recall-routing-spec + per-canonical-per-NHTSA-recall-routing-spec + per-canonical-per-USDA-FSIS-recall-routing-spec + per-canonical-per-EPA-recall-routing-spec + per-canonical-per-cannabis-per-state-recall-routing-spec + per-canonical-per-international-recall-EU-RAPEX-routing-spec + per-canonical-per-recall-per-channel-takedown-spec + per-canonical-per-recall-customer-notification-spec + per-canonical-per-recall-FCC-TCPA-customer-notification-spec + per-canonical-per-recall-CASL-customer-notification-spec + per-canonical-per-recall-audit-record. Per-canonical-per-pre-publish-validation runs per-portfolio per-canonical-per-SKU-required-property-completeness + per-canonical-per-SKU-recommended-property-completeness + per-canonical-per-SKU-property-type-correctness + per-canonical-per-SKU-property-value-range + per-canonical-per-SKU-property-format + per-canonical-per-SKU-cross-channel-consistency + per-canonical-per-SKU-cross-vertical-consistency + per-canonical-per-SKU-property-confidence-scoring + per-canonical-per-SKU-forbidden-claim-detection + per-canonical-per-SKU-Prop-65-warning-label-detection + per-canonical-per-SKU-allergen-label-detection. Per-canonical-per-cross-vertical-conflict-resolution runs per-portfolio per-canonical-per-cross-vertical-property-conflict-spec + per-canonical-per-cross-vertical-property-precedence-rule + per-canonical-per-cross-vertical-property-merge-spec + per-canonical-per-cross-vertical-property-OPA-Cedar-Casbin-Cerbos-Oso-policy-engine. Per-canonical-per-multi-LLM-classification runs per-portfolio per-canonical-multi-LLM-ensemble (per-GPT-4o + per-Claude-Sonnet + per-Gemini-Pro per-canonical-LLM) + per-canonical-per-LLM-vertical-classification + per-canonical-per-LLM-compliance-class-routing + per-canonical-per-LLM-forbidden-claim-detection + per-canonical-per-LLM-Prop-65-warning-label-detection + per-canonical-per-LLM-allergen-label-detection + per-canonical-per-LLM-confidence-scoring + per-canonical-per-LLM-self-consistency-cross-check.

What does per-canonical-per-vertical-confidence + per-audit-trail + per-catalog-canonicalization-agent-canonical-bundle do?

Per-portfolio per-canonical-per-vertical-confidence-spec runs per-portfolio per-canonical-per-SKU-vertical-Bayesian-posterior-spec + per-canonical-per-SKU-vertical-frequentist-confidence-spec + per-canonical-per-SKU-vertical-bootstrap-confidence-spec + per-canonical-per-SKU-vertical-threshold-routing-spec. Per-canonical-per-audit-trail runs per-portfolio per-canonical-per-SKU-canonical-audit-record (per-SKU-ID + per-vertical-classification + per-vertical-confidence + per-multi-vertical-resolution + per-vertical-schema-pack-version + per-compliance-class-rule-library-version + per-master-record-version + per-cross-channel-sync-status + per-recall-routing-status + per-pre-publish-decision + per-cross-vertical-conflict-resolution + per-multi-LLM-classification + per-policy-engine-decision per-canonical-audit-record) + per-canonical-per-FDA-21-CFR-Part-11-electronic-records-export + per-canonical-per-DEA-Form-222-export + per-canonical-per-FINRA-OATS-export + per-canonical-per-CPSC-export + per-canonical-per-Prop-65-export + per-canonical-per-cannabis-per-state-export + per-canonical-per-FCC-TCPA-CASL-PIPEDA-GDPR-CCPA-FDD-attestation + per-canonical-per-immutable-WORM-storage. Per-catalog-canonicalization-agent-canonical-bundle integrates the catalog-per-vertical-schema-validation skill with sibling skills on the same agent: per-canonical-product-compliance (parent commercial pillar at /product-compliance) + per-canonical-pim-software (sibling commercial pillar at /pim-software) + per-canonical-multi-pim-catalog-ingestion (sibling commercial pillar at /multi-pim-catalog-ingestion) + per-canonical-per-vertical-overlay-templates (sibling build-pillar at /how-to-build-per-vertical-pre-built-compliance-overlay-templates) + per-canonical-master-record-sync (sibling commercial pillar at /master-record-sync) + per-canonical-product-feed-management (sibling commercial pillar at /product-feed-management) + per-canonical-product-traceability-software (sibling commercial pillar at /product-traceability-software) + per-canonical-multi-channel-inventory-management (sibling commercial pillar at /multi-channel-inventory-management) + per-canonical-catalog-conflict-resolution-golden-record-emission (sibling build-pillar at /how-to-architect-catalog-conflict-resolution-golden-record-emission) + per-canonical-per-field-conflict-resolution-policy (sibling build-pillar at /how-to-build-per-field-conflict-resolution-policy). Per-canonical-cross-skill-flow: per-multi-pim-catalog-ingestion captures per-canonical-per-SKU-raw-record → per-catalog-per-vertical-schema-validation classifies per-canonical-per-SKU-vertical + applies per-canonical-per-vertical-schema-pack + emits per-canonical-per-SKU-validated-record → per-master-record-sync consumes per-canonical-per-SKU-validated-record + emits per-canonical-per-SKU-master-record → per-product-feed-management consumes per-canonical-per-SKU-master-record + emits per-canonical-per-channel-product-feed → per-product-traceability-software consumes per-canonical-per-SKU-master-record + emits per-canonical-per-SKU-traceability-record.

Engage the catalog-canonicalization agent

Per-portfolio per-SKU per-canonical-per-SKU-vertical-detection + per-per-vertical-schema-pack-composition + per-per-compliance-class-rule-library + per-per-master-record-wiring + per-per-cross-channel-sync + per-per-recall-routing + per-per-pre-publish-validation + per-per-cross-vertical-conflict-resolution + per-per-multi-LLM-classification + per-per-vertical-confidence-spec + per-per-SKU-audit-trail + per-portfolio audit-trail shipped as the orchestration layer above your existing per-PIM-vendor + per-compliance-management-vendor + per-cross-channel-feed-vendor + per-recall-management-vendor primitive.

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