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DLObservability

Driftline

Diagnosis-first dunning instead of a blind retry schedule.

68%failed payments recovered

The challenge

A fixed retry schedule treated every decline the same, recovering under 35% of failed charges and generating support tickets from confused customers.

The fix

Kribana's agent reads the decline reason and matches it to a recovery playbook — a retry timed around payday for insufficient funds, an immediate update-method email for an expired card.

The recovery rate almost doubled without us writing a line of dunning logic ourselves.

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