The Agent Ledger
Real, measured AI agent outcomes.
A running record of what teams are actually getting from AI agents in regulated and high-stakes workflows: the numbers, by industry, with sources. No hype, no vaporware.
AllConsumer & RetailFinancial ServicesHealthcare & Life SciencesIndustrial & EnergyInsuranceLegal & ComplianceLogistics & OperationsPublic Sector
Insurance2026-07-13
What AI Agents Are Actually Doing in Insurance Underwriting
50% reduction in policy processing time (Zurich Insurance)
Named outcomes from Zurich and Lemonade, plus what industry benchmarks reveal about where AI agents earn their keep in underwriting.
Insurance2026-07-09
From Three Weeks to Minutes: What Claims Automation Is Actually Delivering
2 seconds to approve and pay a property claim (Lemonade)
Real numbers from Lemonade, Frende, and a 400,000-claim travel insurer show what claims automation looks like when it works.