The ClaraPay Ledger · Issue 01
Five short essays on the state of consumer-debt recovery.
Three things broke at once: the rules, the technology, and the consumer. This issue is a field guide to what is changing.
12 pages · 5 essays · Every statistic sourced and dated · No ClaraPay benchmarks
Get the issueThe ClaraPay Ledger · Issue 01
The ClaraPay Ledger, Issue 01
12 pages · June 2026
What's inside
Why Recovery Hasn’t Improved in 30 Years
The FDCPA turns 49 this year. Household debt is up almost twentyfold. Recovery rates are stuck in the same narrow band. There's a reason.
The Conversational AI Inflection
Collections operations have spent three decades trading contact rate against cost against channel. That trade is going away, and the industry isn't ready for what replaces it.
Empathy as Operating Strategy
For the first time, the economics of treating consumers well beat the economics of pressuring them. Most of the industry hasn't done the math.
The Five Numbers Every Creditor Should Track
Net-back is one number, and it hides almost everything. Here are five your agency should hand you every month, and what it means if they cannot.
What 2030 Looks Like
Eight predictions, specific enough to be checked against the record. Plus four things we're confident won't happen.
“The flat line isn't a failure of the industry. It's the industry's incentive structure, printed out as a chart.”
Who it's for
Revenue cycle leaders at hospitals and health systems. Collections and credit-risk leaders at banks, lenders, and BNPL platforms. Clinic owners and practice CFOs who deal with patient balances whether they want to or not. And the investors and policymakers who shape the industry around all of them.
Get the issue
12 pages · June 2026