Dunning & Payment Recovery

How AI Helps SaaS Optimize Subscription Models

by

AI helps optimize SaaS subscription models by turning pricing, packaging, and paywalls into continuously learning systems that align revenue with realized value and cost-to-serve. In 2025, teams use AI to segment by willingness-to-pay, detect value moments in usage, run automated pricing experiments, and shift toward hybrid subscription-plus-usage models with transparent metering and retention offers. What … Read more

AI SaaS That Improves Customer Retention

by

Retention lifts when detection, action, and learning run as one loop: identify risk early, act with targeted plays, and measure lift rigorously. Modern AI platforms analyze product usage, support and billing signals, and feedback to score churn risk and trigger the right intervention—often in real time. What AI adds beyond rules High‑impact use cases Representative … Read more