MFI Recovery: The Numbers Behind the Turnaround

After five consecutive quarters of contraction, India's microfinance sector is showing its first genuine signs of recovery. Disbursements turned year-on-year positive in Q3 FY26. NBFC-MFIs are gaining market share. Early delinquency buckets are at their best level since FY24. But "recovery" in this sector carries a specific meaning right now. It is disciplined, quality-driven, and unevenly distributed across lenders. Late-bucket stress is still rising. Write-offs are doing considerable work on reported NPA figures. And the data reveals a widening performance gap between lenders navigating this phase well and those still absorbing legacy stress. Drawing on a MFI thematic report (by JM Financial) and current sector data, this article examines what the recovery looks like, where the risks remain live, and what the numbers say about which lenders are pulling ahead.

The Disbursement Rebound: Quality Over Volume

The headline number is encouraging: industry disbursements grew 9.2% QoQ and 5.2% YoY in Q3 FY26, ending a run of five consecutive quarters of year-on-year decline. But the composition of that recovery matters as much as the direction.

• Growth is quality-led, not volume-led. Average ticket size reached INR 60,200 in Q3 FY26, up 16% year-on-year. Loan volumes grew just 7% QoQ after a prolonged sequential decline - a rebound, but a modest one.

  
  

• Sub-INR 50k segments are still contracting. Growth is concentrated in INR 50-80k (up 22% YoY) and INR 80-100k (up 74% YoY). The sub-INR 30k bucket continues to shrink.

  
  

• NBFC-MFIs are leading the recovery. Disbursement growth for NBFC-MFIs reached 27% YoY and 10% QoQ in Q3 FY26. Banks posted a sequential uptick of 13% QoQ but remain negative year-on-year at -25%.

The ticket-size migration has direct operational consequences. Origination parameters and bureau checks calibrated for small-ticket borrowers do not automatically translate to INR 70-80k profiles. Lenders reconfiguring their LOS for this shift are ahead of those treating it as a credit policy change alone.

Why AUM is Still Shrinking

Despite the disbursement recovery, the industry's gross loan portfolio (GLP) fell 7% QoQ and 18% YoY in Q3 FY26. The client base contracted to 71 million borrowers. New disbursements are not yet large enough to offset the rundown of existing portfolios.

• Banks drove the contraction. Portfolio outstanding for banks fell 21% QoQ - a sharp acceleration from the 8% decline in the prior quarter. Funding pressure and balance sheet constraints pushed banks to aggressively reduce microfinance exposure through FY25, and that deleveraging is still playing out.

  
  

• NBFC-MFIs held their ground. Portfolio outstanding for NBFC-MFIs declined just 0.5% QoQ - essentially flat. This divergence is not incidental: it reflects a structural repositioning within the sector, with specialised microfinance lenders absorbing share as banks retrench.

  
  

• NBFC-MFIs now hold 42% of GLP - a gain of 280 basis points QoQ and their highest market share on record.

  
  

• Geographic stress is concentrated. West Bengal, Karnataka, and Maharashtra recorded the sharpest sequential GLP declines. Lenders with heavy exposure to these states carry outsized portfolio risk regardless of their aggregate metrics.

Asset Quality: Improvement, with a Catch

The asset quality story has two distinct layers, and reading only one of them gives a misleading picture.

The early-bucket improvement is real and broad-based:

• Industry PAR 1-90 fell to 2.4% in Q3 FY26, the lowest since FY24.

• NBFC-MFIs stand at 2.1% PAR 1-90 versus banks at 3.4% - a gap that has been widening.

• The most credible forward-looking indicator is the 7-9 months-on-book (MOB) PAR 30+ data. NBFC-MFIs show 1.4% at this vintage versus 3.0% for banks. This measures how loans originated recently are performing at an early stage - before write-offs or restructuring can obscure the picture.

• State-level improvement is broad: Karnataka's PAR 31-180 fell from 7.4% to 3.8% in a single quarter.

The early-bucket trend is genuinely encouraging. But a complete reading of asset quality requires looking at what is happening at the other end of the delinquency chain, where the numbers are less straightforward.

Late buckets and write-offs complicate the picture:

• PAR 180+ (including write-offs) stood at 19.3% overall in Q3 FY26, with banks at 21.7%. Both figures continue to rise.

• Reported stage 3 improvements at some lenders are heavily write-off driven. Accelerated balance-sheet clean-up compresses NPA ratios without representing genuine recovery in those accounts.

• The sub-INR 50k segment is the most exposed: PAR 180+ at 33.5% and rising each quarter. Legacy stress in lower-ticket portfolios will continue to weigh on credit costs for several more quarters regardless of what early buckets show.

Source: CRIF High Mark / JM Financial, Q3 FY26

NBFC-MFIs' outperformance in the 7-9 MOB data is not accidental. It points to tighter origination discipline, more focused portfolio management, and earlier collection intervention. The gap is operational, not just a function of borrower quality.

Multi-Lender Stress: Guardrails Doing the Work

Multi-lender borrower exposure has declined meaningfully. Borrowers with 3 or more lender associations now represent 21% of industry portfolio outstanding, down from a peak, with the 5+ lender cohort shrinking to just 2% of portfolio share.

This improvement has a specific cause. In November 2024, MFIN - the RBI-recognised self-regulatory organisation for NBFC-MFIs - tightened lending guardrails. Key changes: a 3-lender cap per borrower (down from 4), a total indebtedness ceiling of INR 2 lakh, and stricter DPD norms effective January 2025. The declining overlap numbers reflect these guardrails working, not organic credit discipline improving on its own.

Residual risk remains substantial:

• PAR 31-180 for borrowers with 4 lenders is 13.9%; for 5 or more lenders it is 18.6%

• Even 3-lender borrowers carry 7.5% PAR 31-180, more than double the 3.4% for 2-lender borrowers

Bureau checks at origination are now table stakes. The real gap is real-time lender-count verification at disbursement, not just at application. A borrower can accumulate exposure between bureau refresh cycles. As ticket sizes rise, this gap becomes more consequential, not less.

What Separates Lenders Recovering Faster

The data points to a consistent pattern. Lenders showing the fastest recovery share specific operational traits. Their origination is calibrated for higher ticket profiles. Their underwriting enforces guardrail compliance at disbursement, not just application. Their LMS triggers intervention at 30-60 days rather than 90. And their portfolio reporting gives risk teams segment and geography visibility in near real time.

The 7-9 MOB data makes this concrete. Lenders with tighter origination post structurally lower early-stage stress on recent vintages. Emerging state-level legislative developments, including the recently passed Bihar MFI Bill, add a further layer of geographic and operational risk that warrants a separate, closer look.

How OneFin Supports Lenders Through This Transition

The recovery phase creates specific infrastructure demands: origination systems that flex as ticket sizes shift, bureau integrations that enforce multi-lender guardrails at disbursement, and collection workflows that intervene early. OneFin's end-to-end lending platform is built to address these requirements.

(A) Configurable LOS: Low-code origination workflows that can be recalibrated for higher ticket-size segments without rearchitecting. Relevant as lenders migrate from sub-INR 50k to INR 70-80k profiles.

(B) Bureau-integrated underwriting: Real-time bureau connectivity at origination. Lender-count and indebtedness checks run before disbursement, not after.

(C) LMS-driven delinquency monitoring: Early-warning dashboards surfacing 30-60 day stress signals by borrower, segment, and geography. Supports the early-intervention discipline that the 7-9 MOB data shows separates faster-recovering lenders.

(D) Portfolio analytics: Segment and geography-level views that help risk teams manage concentration and catch emerging stress before it reaches late buckets.

Conclusion

The microfinance sector has turned a corner, and the data supports that reading. Disbursements are recovering. NBFC-MFIs are gaining ground. Early asset quality is at its best level in nearly 2 years. The harder question is whether this recovery is structurally durable or contingent on stable conditions holding.

The write-off-heavy NPA improvements, the funding constraints still facing mid-sized lenders, and the ongoing exposure in lower-ticket and multi-lender segments are reminders that the clean-up is not complete. Lenders who built tighter operational infrastructure are separating from the pack. The sector's next growth phase will reward institutions that built those capabilities during the correction, not after it.

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