CONSUMER PACKAGED GOODS
Governance-native AI infrastructure for CPG brands, personal care, and household products
Constitutional RuntimeWho this is for
Consumer packaged goods brand owners, personal care and beauty manufacturers, household product formulators, private-label producers, and CPG innovation and regulatory affairs teams deploying AI where a wrong answer touches a formulation record, a label claim, an ingredient disclosure, or a regulatory filing. This surface is capability-mapped for the CPG ecosystem. It does not represent regulatory approval or category certification.
- CPG brand owners and category leaders
- Personal care, beauty, and household product manufacturers
- Private-label and contract manufacturing operators
- Regulatory affairs and label-claim compliance teams
- Innovation, formulation, and ingredient assurance functions
Capability surface
Constitutional runtime
The PRAXIS 7-Gate pipeline enforces governance on every AI action. It stops when unsure. Evidence is mandatory. Defaults deny rather than guess. Formulation, label, and claim actions inherit this posture by construction, not by policy overlay.
Formulation and label evidence
Every AI action that drafts, amends, or interprets a formulation record, an ingredient statement, or a label claim is recorded to a tamper-evident, SHA-256 hash-chained evidence store. Regulatory review, retailer audit, and dispute inquiry trace by default, not retrofit.
Claim substantiation posture
Marketing and label claim generation passes through deterministic guardrails at the runtime layer. Substantiation evidence, jurisdictional claim rules, and category-specific disclosure requirements run as constitutional gates rather than downstream legal-review overlays.
Ingredient and supplier provenance
Ingredient origin, supplier attestation, allergen and contaminant signals, and lot-traceability records carry the same evidence chain as the AI actions that reason over them. Recall response, regulator inquiry, and retailer request reach one authoritative record across the ingredient supply chain.
Consumer surface synthesis
Product copy drafting, category-page synthesis, and consumer-inquiry response generation pass through the constitutional runtime. Category-sensitive claim boundaries and disclosure obligations are enforced at the runtime layer with the same sealed evidence used across the estate.
Sovereign deployment
On-premise, air-gapped, or private-cloud sovereign deployment for brand owners that cannot exfiltrate formulation records, supplier terms, or consumer-inquiry data to a vendor cloud. Evidence store and constitutional runtime run inside the boundary you already operate.
Where governance meets the CPG surface
CPG AI applications compound risk when governance is retrofitted. ETHRAEON is designed for the classes of decision where formulation accuracy, claim substantiation, and audit trail all matter.
- Formulation drafting and amendment. Every AI-assisted action against a formulation record or ingredient statement carries sealed provenance: input state, allergen and contaminant flags, model version, guardrail state, and human authority for edge-case escalation.
- Claim generation and substantiation. Marketing claims, on-pack disclosures, and category-specific statements pass through the constitutional runtime with jurisdictional and substantiation-evidence guardrails enforced by construction.
- Recall and inquiry response. Regulator inquiries, retailer requests, and recall coordination carry hash-chained provenance across ingredient supply, production lot, and label history.
- Consumer-facing content synthesis. Product-page drafting, consumer-inquiry response, and category-page assembly record the decision chain from raw product data to the surface a shopper reads.
Mapped ETHRAEON products
The operational problem for a brand owner is proving, after a regulator inquiry or a retailer audit, that AI-drafted marketing claims and product copy were governed: that the claim's generation lineage is intact and that the substantiation behind it holds against authoritative sources. Two ETHRAEON products map directly onto that problem and run as one governed workflow. The concrete deliverable is a marketing-claim provenance receipt plus a substantiation evidence grade.
Attribution Engine
Live runtime, available by subscription. For a brand owner it hash-chains content provenance from the generation moment forward for every AI-drafted marketing claim, product copy, and category-page synthesis, exports a C2PA-compatible receipt, and emits a disclosure that survives copy-paste across retail and owned channels. On the campaign side it honors consent per touchpoint and assigns credit under a model registry of first-touch, last-touch, linear, and position-based, returning a SHA-256 evidence node for every run. Identity resolution and incrementality are external-bound and reported as state, not fabricated.
FactPulse Pro
Live runtime, available by subscription. For a marketing or substantiation claim it returns an evidence-graded verdict with a source-cited explanation drawn from authoritative bodies, a confidence score, an expert-review flag, and a source-credibility rating, and it persists the governed submission through the runtime for review before grading. Live aggregation across external fact-check sources is credential-bound in a full deployment; the graded intake is governed and source-attributed. Editorial and legal judgments are never automated.
TRACELET 1.1 with Evidence Graph
Operational core orchestration. For the CPG workflow it is the replayable substrate under the claim provenance receipt and the substantiation grade. It emits and verifies Evidence Graph (EDG) nodes, binding the content-provenance receipt and the claim-evidence grade into one hash-chained trace that survives substrate replacement and reaches regulatory review and retailer audit as one authoritative record.
Deliverable: a marketing-claim provenance receipt plus a substantiation evidence grade for a campaign or category-page claim. It maps against FTC substantiation and unfair-and-deceptive-practices posture, jurisdictional claim rules, and category-specific disclosure requirements, and is produced by the governed runtime at the moment the claim is drafted, not reconstructed under examination pressure afterward.
Formulation and label determinations stay with the brand owner and the regulatory team; the runtime produces the evidence.
Proof surface
ETHRAEON runs its own operations under constitutional governance. 300 plus production surfaces, 700 plus governance directives executed and evidenced, a hash-chained evidence store, and a substrate registry that reports live status. The infrastructure is the demonstration.
Engagement
Consumer packaged goods engagements start with a governance briefing scoped to your brand and category portfolio, your regulatory posture across jurisdictions, and your current AI deployment surface. The briefing produces a written architecture assessment and a deployment path proposal. From there: pilot, evidenced production integration, or sovereign private-cloud install.
Portfolio anchors
ETHRAEON is a constitutional runtime and evidence control layer. Portfolio posture: 16 filed U.S. provisional applications / 75 technical specifications / 9 families. Public claims are calibrated. AGI-class and ASI-class positioning is architectural, not an achievement claim. This surface describes commercial capability posture. It is not a representation of regulatory approval or category certification.