RRLabs Journal

Revenue recovery, in the open.

Playbooks, benchmarks, and engineering notes on AI-powered dunning, failed-payment automation, and subscription retention.

Featured

Engineering Jul 10, 2026 2 min

How to run usage-based billing that scales with customer value without generating bill-shock churn.

5 articles

Engineering Jul 10, 2026 2 min

How to run usage-based billing that scales with customer value without generating bill-shock churn.

Compliance Jul 7, 2026 5 min

What personal data a payment recovery system legitimately needs to keep, for how long, and how to defend that in a Data Protection Impact Assessment.

Analytics Jun 27, 2026 4 min

Why the standard LTV = ARPU / churn formula lies, and how to model subscription LTV in a way finance and product can both trust.

Fraud Jun 23, 2026 4 min

How fraudsters test stolen card numbers against subscription signup forms and the exact controls that stop them without hurting real conversion.

Compliance Jun 11, 2026 4 min

A pragmatic PCI DSS 4.0 walkthrough for SaaS and subscription companies — SAQ selection, tokenization, scope reduction, and audit prep.