Insurance first contact without website visits
A carrier can expose purpose-limited quote and policy services to authorized agents, including a product availability, eligibility or human handoff.
Executive question
Will our services be usable at the agent decision and execution stages?
What to measure
- Agent quote/API task completion
- Referrals progressing to licensed sales
- Broken step / authentication loop rate
Relevant products and standards
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.
Real-time car insurance quote comparison inside ChatGPT, live in 11 US states with a rollout to 40+ states planned for 2026. Choosing, advice and buying the policy remain separate steps.
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.
Model Context Protocol: the standard way an AI agent connects to tools and data. Created by Anthropic (Nov 2024); donated to the Linux Foundation's Agentic AI Foundation on 9 Dec 2025.
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.