Operations2 min read
DPD buckets, and why each one needs a different conversation
Days past due is the oldest number in collections and the most casually used. The buckets are not a reporting convention. They are four different problems that happen to share a book.
Days past due counts how long an instalment has been unpaid. Everything else in collections hangs off it: who works the account, on which channel, how often, with what authority to settle. Yet most operations treat the bucket as a label for reporting rather than as the thing that should decide the conversation.
What each bucket actually is
- Pre-due and 1 to 30. Mostly forgetfulness, salary timing and payment friction. The borrower is not a defaulter and should not be spoken to as one.
- 31 to 60. The first real signal. Something changed, and the useful work is finding out what, before it hardens.
- 61 to 90. Distress or refusal. The conversation is a negotiation and the outcome usually needs a structure rather than a promise.
- 90 plus. The account has crossed into non-performing territory. Recovery now competes with legal remedies and the arithmetic of what is worth pursuing.
The mistake: one script, four buckets
Using the same tone at day five and day ninety-five fails in both directions. Early, it alienates a customer who simply forgot and who will be with you for another four years. Late, it wastes a contact that needed to open a serious conversation. The single highest-return change most floors can make is to stop treating the early bucket as collections and start treating it as service.
Bucket movement is the number, not bucket size
How many accounts are in 31 to 60 today tells you little. How many of last month 1 to 30 accounts are now in 31 to 60 tells you whether the operation is working. That is the roll rate, and it is the difference between a report that describes the past and one that predicts the next quarter.
Where the buckets lie to you
- Part payments. A borrower who pays half keeps ageing, and a bucket alone will not show you that they are engaging.
- Restructured accounts, which reset the clock without resetting the risk.
- Multiple loans to one person, where one loan is current and another is deep. The bucket is per loan; the borrower is one.
- Month-end timing, where a payment made on the thirty-first and posted on the first moves a whole cohort for reasons that are purely calendar.
The practical test
Take a day of calls and ask, for each one, whether anything about it would have been different if the account had been in a different bucket. If the answer is mostly no, the bucket is doing nothing except appearing on a report, and the strategy is really one strategy pretending to be four.