FrenzoCollect
23-09-26
Half of FY27 is gone. Whatever NPA number your NBFC reports next March is being decided right now, in the accounts currently sitting in SMA buckets - because an account that crosses 90 DPD in December was one you could still have saved in September. NPA reduction sounds like a year-end project; it's actually a mid-year one.
Here are five moves with evidence behind them, and two that consume budgets without moving the number.
Move the first intervention before the miss. The single highest-return change available to most lenders. Recovery probability in the pre-due and SMA-0 window sits above 80% and falls below 40% past 60 DPD, so every week of delay in first contact is measurable money. This requires prediction - scoring live accounts for default probability using repayment trajectory, bureau movement and behavioural signals - because you can't intervene early on stress you can't see. Lenders on FrenzoFinserv see their largest uplift, around 38%, in exactly these pre-due buckets.
Stop treating all overdue accounts the same. Uniform treatment is quietly the most expensive policy in collections. When every 30-DPD account gets the same calling effort, resources spread thin across accounts that would have self-cured and accounts that needed triple the attention. Segment by roll-forward probability, not just bucket: a low-risk X-bucket account gets an automated nudge; a high-risk one gets an agent today. Same team, radically different yield.
Watch roll rates, not just bucket totals. PAR tells you how big the problem is; roll rates tell you where it's coming from. Cohort-level roll tracking - by product, vintage, geography, sourcing channel - exposes the specific segments feeding your NPA line, and those findings usually surprise people. One lender's "collections problem" turns out to be a single product's November vintage; another's is one state's field coverage. You can't fix a portfolio average, but you can fix a named cohort.
Make self-cure effortless. A meaningful share of early delinquency is friction, not refusal: the borrower who missed the auto-debit, changed banks, or needs ten days. Every step between "I want to pay" and "paid" costs you a percentage of them. Payment links in every message, a self-service surface for payment and restructuring requests (this is what our APRUVIT borrower app exists for), and restructure options offered by rule rather than by escalation - these convert intent into cash without an agent minute spent.
Close the loop between outcomes and strategy. Every month your collections operation generates outcome data: which treatments worked on which segments. In most operations that data dies in reports. Fed back into the models and routing rules, it compounds - the operation gets a little sharper every cycle, which over a year is the difference between linear and improving performance. This feedback loop is, more than any single feature, what a collections platform actually is.
Hiring your way out. The reflex response to rising NPAs is more agents, and it produces linear cost for sub-linear return. More callers making the same late, untargeted, uniformly-distributed calls recover marginally more at proportionally higher cost - the pattern shows up in every quarter of results across the industry. Headcount added after intelligence multiplies; headcount added instead of intelligence just dilutes.
Write-off cosmetics. Aggressive write-offs make the ratio look better and change nothing about the flow of accounts feeding it. Six months later the ratio is back, minus the written-off capital. Write-offs have a legitimate place in balance-sheet hygiene; as an NPA strategy, they're an anaesthetic.
The moves above share a property: they act on accounts before 90 DPD, which means their effect on FY27's closing NPA number depends on when they start. Started in September, pre-due workflows and risk-based routing are shaping the December and January slippage numbers. Started in January, they're shaping FY28's.
A platform deployment on FrenzoFinserv runs 4–6 weeks on your existing LMS - decision to live portfolio inside a month and a half, with recovery improvement accruing from roughly week five. Lenders on the platform average 35% higher recovery, 25% faster resolution and about 30% lower collections cost. If NPA reduction is on your H2 agenda, we'll model the slippage math on your actual buckets - it's a short conversation and the spreadsheet is yours to keep either way.