TIER 1 · ACTIVE PURSUIT · INSURANCE UNDERWRITING AND CLAIMS
Audit infrastructure / for underwriting AI.
Every algorithmic underwriting denial is a regulatory exposure. State model laws, CFPB guidance, and EU Solvency II all require that AI-assisted decisions on risk, pricing, and claims be explainable, auditable, and defensible — without relying on vendor-hosted logs the carrier does not control.
NAIC Model Bulletin on AI Use in Insurance: active in ~24 states (over half) as of early 2026.
REGULATORY OBLIGATIONS
NAIC Model Bulletin on AI
Active · ~24 states
AI Use in Insurance — model law
Requires insurers to document, audit, and explain AI-driven underwriting and claims decisions. Model law adopted across a growing majority of US insurance commissioners. Algorithmic explanations must be producible on demand.
CFPB / FCRA
Active · US
Adverse action notice requirements
Credit-adjacent insurance AI must produce adverse action notices with specific reasons. Cryptographic evidence of what the model decided and when is required to defend against discrimination claims.
EU Solvency II + EIOPA
Active · EU
Data governance and model risk + supervisory measures
Solvency II requires documented model governance and audit trails for AI used in capital requirements calculation. EIOPA supervisory measures available for non-compliant insurers — up to 10% of annual premiums. Third-party verifiable logs are the defensible standard.
EU AI Act
Aug 2 2026 / Dec 2 2027*
Article 12 — record-keeping (Annex III high-risk)
Insurance underwriting and claims AI falls under Annex III high-risk classification. Article 12 requires continuous, structured, exportable audit logs. Penalty: 3% of global annual turnover or €15M under Article 99(4). This is the primary enforcement driver for EU-operating carriers.
UK FCA Consumer Duty
Active · UK
FCA PS22/9 — fair value + consumer understanding
FCA Consumer Duty (effective July 2023) requires insurers to demonstrate fair outcomes for customers, including explainability of AI-driven pricing and underwriting decisions. Audit logs are the primary evidence base for FCA supervision.
* EU AI Act Annex III enforcement date: August 2, 2026 (legally operative). EU Digital Omnibus provisional agreement (May 7, 2026) proposes extending to December 2, 2027 — not yet formally enacted. Prepare for the earlier date.
SHA-256 hash-chained log of every underwriting decision. Append-only — Yolo cannot alter it. Nightly Merkle root anchored on Base. Any regulator or plaintiff can verify independently without trusting the carrier or Yolo.
IDENTITY REGISTRY
Model version traceability
Each AI agent has an ERC-721 identity. Model version changes create a new traceable identity event. Auditors can establish exactly which model version made which decision at which point in time.
DECISIONAL LOGGING
Per-decision audit capture at consequential and high-stakes tiers
POST /api/agents/{uuid}/log logs each underwriting decision with tier classification, rationale payload, and IPFS-pinned evidence. Consequential tier for coverage denials. High-stakes tier for life/disability decisions triggering regulatory scrutiny.
AUDIT CHAIN AND IDENTITY REGISTRY ARE LIVE ON BASE MAINNET TODAY.
PRICING · DECISIONAL LOGGING TIERS
ROUTINE
$0.0001 / event
Routine events
CONSEQUENTIAL
$0.01 / event
Consequential events
HIGH-STAKES
$0.10 / event
High-stakes events
VOLUME NOTE
Production underwriting AI at major P&C carrier: ~500 consequential adjudications/day + ~50 high-stakes (life/disability/large commercial) per agent. At three-tier pricing: ~$300/agent/month. Carrier running 50 AI agents across personal lines, commercial lines, and claims: ~$180K/year. Multinational carriers operating across 5+ jurisdictions: 2–3× lift at top of band ($1M–$1.5M/year) — single audit chain produces the record-keeping evidence NAIC + EU AI Act + UK FCA + JFSA + MAS each require.
SCALE
$50K–$500K/year per large carrier. Model Risk Management budgets at large carriers typically $5M–$50M/year — AI-specific allocation growing 30%+ YoY. Multinational carriers: top of band $1M–$1.5M/year for 5+ jurisdiction coverage via single audit chain.
WHO BUYS THIS
State Farm · Progressive · Allstate · Geico · Travelers · Liberty Mutual · Chubb · Berkshire Hathaway Specialty · AXA · Allianz · Zurich · Munich Re · Swiss Re · Lloyd's syndicates
WHAT THIS REPLACES
Manual compliance audit and model documentation: $200K–$2M/year per carrier in external audit fees. E&O claims from undocumented AI denials: median settlement $500K–$5M. EU AI Act fine at 3%/€15M: large multinational carrier at €10B+ revenue = €300M+ exposure. CFPB adverse action defense without documented audit trail: $100K–$5M per enforcement action.
ACTIVATION TRIGGER
This segment is active now. NAIC Model Bulletin on AI is operative in ~24 states (over half). EU AI Act enforcement August 2, 2026. UK FCA Consumer Duty AI accountability requirements active. CFPB adverse action notice requirements active today.
MULTINATIONAL DEPLOYMENT
Carriers operating across 5+ jurisdictions pay 2–3× the list rate (~$1M–$1.5M/year) because a single Yolo deployment produces the record-keeping evidence NAIC (US), EU AI Act Article 12, UK FCA Consumer Duty, JFSA (Japan), and MAS (Singapore) each require — eliminating parallel vendor-specific compliance infrastructure in each market.
ENTERPRISE INQUIRIES
For chief underwriting officer, head of pricing, head of claims AI, chief model risk officer, compliance officers, actuarial teams, regulatory affairs.