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.
insurance claims processing automation2026-07-09
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.
anti-money-laundering transaction monitoring in banking2026-07-08
AML's False Positive Problem: What HSBC, Barclays, and Banco do Brasil Actually Measured
90% reduction in false positive alerts (Banco do Brasil)
Three named banks, three audited outcomes. Here is what AI-driven AML monitoring delivered when measured against legacy rule-based systems.
banking and financial services fraud detection2026-07-08
What AI Fraud Detection Actually Delivers: Three Numbers Worth Knowing
$35M saved in fraud losses over 18 months (PSCU)
PSCU, American Express, and PayPal have published real fraud-detection results. Here's what the numbers say, and what they demand of your governance model.