Stop hidden churn: AI-driven recovery for failed subscription payments

Stop hidden churn: AI-driven recovery for failed subscription payments targets a $12.0B = 2.0M subscription businesses x $6K annual ARR for a revenue-recovery product total addressable market with medium saturation and a year-over-year growth rate of 18% (subscription economy + payments tooling adoption).

Key trends driving demand: Subscription economy growth -- more businesses rely on recurring revenue so even small involuntary churn is financially material.; Richer payment signals -- PSPs now surface decline codes and risk metadata that enable smarter retry logic.; AI personalization -- sequence optimization and branch-testing at scale improves recovery rates beyond static dunning.; Issuer/tokenization changes -- increased card turnover and mobile wallet adoption increases failed payments but also creates salvage opportunities..