- Retry logic tuned to card-network behavior — retry timing aligned with issuer posting windows and avoid-decline rules, not arbitrary time-of-day.
- Dunning ladder rewritten by stage with tone discipline — cooperative framing up to day 14, firmer framing day 15–30, escalation framing only past day 30.
- Card-on-file update flow surfaced one click deep in the subscriber-facing UX, not buried — with a mobile-first fallback path for hard declines.
- Cohort segmentation: rescue-eligible (active use, recent success, soft decline) vs churn-expected (inactive, hard decline, cancel-signal) treated on different ladders, not the same one.
- Escalation gate documented: specific criteria that move a subscriber from retention to collections, signed off by a named owner, logged per decision.
Subscription & recurring · SaaS, membership, fitness
Involuntary churn isn’t a collections problem. It’s a retry-logic, dunning-ladder, and card-update problem that escalated into a collections decision — usually one month too late.
This page is written for SaaS operators, B2B subscription finance teams, membership platforms, and gym / fitness / wellness multi-location chains whose failed-payment recovery has drifted into hard-collections territory while the underlying retry logic, dunning ladder, and card-on-file update flow remain un-tuned. Most of the recoverable dollars are still fully collectable with retention preserved — if the upstream workflow is fixed first.