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Insurance-specific consent/quote/bind protocol convergence

DirectDraft standard plus architectureCEOCIOCRODistribution

New AMI drafts add insurance-specific regulated sales context above generic agent and commerce protocols; adoption is uncertain.

Open in the interactive insurance map →

Executive question

Will insurers have to integrate different agent platforms independently?

What to measure

  • Protocol feature coverage
  • Regulated-field completeness
  • Carrier API integration cost
  • Confirmed interoperable counterparties

Relevant products and standards

Agent Mediated Insurance (AMI) DraftRelevant example

A working draft, stewarded by Marrow, for how AI agents quote, compare and buy UK regulated insurance, with rules on consent, disclosures, data use and audit.

AP2 — Agent Payments Protocol Published specificationRelevant example

Agent Payments Protocol: signed mandates that prove a customer authorized an agent's purchase. Created by Google (Sep 2025); donated to the FIDO Alliance with v0.2 on 28 Apr 2026.

Marrow insurance rails Limited rolloutRelevant example

Lets AI agents get insurance quotes and hand the purchase back to the insurer with the required disclosures. Production use is Marrow's own claim. Marrow also stewards the AMI draft standard.

Poppy — Personal Agent Protocol DraftRelevant example

Personal Agent Protocol: a draft (v0.1) for a customer's personal agent to identify itself to a business, get consent and open a session. Announced by Sierra and Meta on 6 Oct 2026 with six named partners; the 9 Oct draft lists seven initial partners and 35 design partners.

UCP — Universal Commerce Protocol Published specificationRelevant example

Universal Commerce Protocol: an open standard for agents to transact with businesses, from catalog to checkout and orders. Started in retail; lodging and food specs are in development.

Agent Mediated Insurance (AMI)AP2Marrow insurance rails / AMI stewardshipPoppy Personal Agent ProtocolUCP

Relevant examples, not documented integrations, completeness, certification or endorsement. Listed alphabetically.

Evidence and current limits

Strategic pathway; not an observed market-wide adoption rate.

Draft analysis, under editorial review.

Other pathways

INS01 · Personal agents compare insurer offeringsINS02 · Agent-led renewal shopping and switchingINS03 · Broker / aggregator displacement and augmentationINS04 · Agent-mediated coverage selection and demand-and-needsINS05 · Insurance bundled into agentic purchase journeysINS06 · Automated small-business insurance procurementINS07 · Machine-readable insurance product and coverage evidenceINS08 · Authorized policyholder agent servicingINS09 · Insurance first contact without website visitsINS10 · Life and health: eligibility, disclosures and protected dataINS11 · Agent-mediated cancellations, complaints and redressINS12 · Commercial broker submission and market placement agentsINS13 · Agentic underwriting intake and triageINS14 · Agent-orchestrated pricing and risk appetiteINS15 · MGA delegated underwriting and limitsINS16 · Underwriter knowledge and human judgment preservationINS17 · Insurance suitability in a multi-carrier agent-to-agent marketINS18 · Agentic first notice of loss (FNOL)INS19 · Multi-agent low-complexity claims processingINS20 · Customer-agent-initiated claims and status checksINS21 · Fraud investigation and coordinated agent abuseINS22 · Agentic repair, assistance and supplier coordinationINS23 · Agent-led claims disputes, redress and auditabilityINS24 · Insuring autonomous-agent errors, omissions and liabilityINS25 · Agentic cyber threats and cyber-risk mitigationINS26 · Autonomous mobility, robotics and product liabilityINS27 · Proactive risk prevention and parametric response agentsINS28 · AI concentration and data-center insured accumulationINS29 · Agent-assisted treaty and facultative submission flowsINS30 · Contract wording intelligence and agent interpretationINS31 · AI-agent correlated risk and systemic accumulationINS32 · Agentic capacity access for specialty and MGAsINS33 · Authorization of external customer and broker agentsINS34 · Explainable underwriting, fairness and conductINS35 · Insurance agent orchestration audit trails and human controlINS36 · Insurance regulators diverge by jurisdictionINS37 · Third-party and model concentration resilienceINS39 · Agent access to existing insurance data exchange infrastructureINS40 · European insurance data model to MCP work itemINS41 · London market Core Data Record and digital transactionsINS42 · Vendor-specific insurance agent mesh across legacy coresINS43 · Insurance product-directory and agent-execution observability