The Reserve Bank of India’s regulatory grip on the non-banking financial company sector has tightened consistently since the IL&FS collapse, and 2026 is shaping up as a particularly consequential year. The scale-based regulation (SBR) framework that’s been progressively implemented since October 2022 reaches important inflection points in May, and the prompt corrective action (PCA) framework for NBFCs comes into operational effect in October. Both will reshape the competitive dynamics of the sector.

For a sector that finances roughly 20% of total credit in the economy and contains some of the most consequential consumer-facing lenders in India — Bajaj Finance, Mahindra Finance, Cholamandalam, the housing finance giants — these changes matter beyond just the regulated entities themselves.

Where the SBR framework now sits

The SBR layered NBFCs into base layer (NBFC-BL), middle layer (NBFC-ML), upper layer (NBFC-UL), and top layer (NBFC-TL). The Upper Layer list, last updated in September 2025, contains 16 NBFCs that face bank-like regulation including capital adequacy, large exposure framework, and qualifying criteria for board composition.

The May 2026 transition point matters because it’s the deadline for several NBFC-ULs to complete listing, where they’re not already public. Bajaj Housing Finance listed in September 2024 and ticked that box. A couple of others are still working through the process. The RBI’s view, articulated by Deputy Governor Rao at a CII event in April, is that NBFC-UL listing is non-negotiable and timeline extensions will not be granted lightly.

The Middle Layer reforms have been more granular and arguably more impactful. Liquidity coverage ratio implementation for NBFC-MLs above the asset threshold has been progressively phased in, with the 100% LCR threshold reached at end-FY26 for the largest entities. Several NBFCs that previously ran tight liquidity profiles have had to rework their asset-liability management materially.

The PCA framework — what’s coming in October

The RBI’s PCA framework for NBFCs, finalised in late 2024 and operational from October 2026, mirrors the bank PCA framework with adjusted triggers. Capital adequacy ratio breaches, gearing ratio thresholds, and asset quality metrics each have stage-1, stage-2, and stage-3 trigger levels. The consequences include restrictions on branch expansion, dividend payments, management compensation, and ultimately mandatory recapitalisation or merger pathways.

The framework as drafted will probably catch a handful of mid-sized NBFCs at stage-1 or stage-2 thresholds when it takes effect. Microfinance-focused NBFCs are the most exposed category given the asset quality stress in MFI portfolios over FY26. Some vehicle finance and gold loan NBFCs are also potentially in range, though most large players have built capital cushions in anticipation.

The market reaction to PCA implementation will be interesting. Bond markets have already started pricing differentially between NBFCs with strong capital and asset quality buffers and those without. Mint reported in late April that AAA-rated NBFC paper is trading at spreads roughly 25 basis points tighter than AA-rated paper, a wider differential than historical norms.

Microfinance stress — the elephant

The microfinance NBFC space deserves specific attention because the asset quality deterioration through FY26 has been worse than most analysts forecast a year ago. The MFIN-published portfolio quality data for the December quarter showed 90+ DPD ratios at multi-year highs, with particular stress in Karnataka, Maharashtra, and West Bengal portfolios. The combination of monsoon-related agricultural stress, election-period collection disruptions, and aggressive growth in CY24 has produced the predictable result.

The RBI’s revised MFI regulations from 2022, which moved to household-income-based borrower limits, were supposed to constrain this kind of cycle. They’ve helped at the margin. But borrower-level over-indebtedness remains a structural problem, partly because the credit information sharing across MFIs is incomplete, and partly because the individual-loan products have grown faster than the joint-liability group framework that historically gave the sector its credit discipline.

I expect at least two listed MFI-focused NBFCs to require capital raises in FY27, and at least one merger or stressed-asset transaction. The sector will get smaller and more concentrated, which is probably the right outcome.

Gold loan dynamics

Gold loan NBFCs have been the bright spot — Muthoot Finance and Manappuram have both reported strong AUM growth as gold prices have remained elevated through the period and middle-income households have increasingly used gold as a working capital source. The RBI’s review of gold loan-to-value norms in late 2025 was less restrictive than the sector feared. The 75% LTV cap remains, with some operational tightening on auction processes following consumer complaints.

The gold loan model continues to be one of the most attractive credit franchises in Indian financial services on a risk-adjusted basis. AFR ran a piece in March pointing out that Indian gold loan NBFCs trade at multiples that would be considered elevated in most banking sector contexts globally.

Funding side — bank exposure, bond markets

Bank lending to NBFCs has continued to grow, but the RBI’s risk-weight increase on certain bank-NBFC exposures from late 2024 has measurably constrained the cheapest source of funding. Several mid-sized NBFCs have shifted toward bond market issuance and external commercial borrowings as a result. The bond market depth in INR-denominated NBFC paper has improved with this dynamic — secondary trading volumes in NBFC bonds have grown roughly 35% year-on-year.

The technology investment side of NBFC operations is another area worth watching, particularly as PCA risk forces management attention toward cost discipline and credit underwriting precision. AI-driven credit decisioning, both for retail and SME portfolios, has moved from pilot to production at most upper-layer NBFCs. The vendor landscape is fragmented; some Indian NBFCs are working with international consultancies for these builds, while others have brought capabilities in-house. The successful implementations I’ve seen have invested at least as much in data quality and governance as in the modelling itself, which is the right priority order.

What I’d watch through Q2 2026

The first NBFC-PCA designation, when it happens, will set important market precedents on how strictly the framework will be applied. The RBI’s bank-side PCA history suggests they’ll apply it firmly with some discretion at the edges. NBFC asset quality data through the June quarter will be the proximate trigger for any early designations.

The microfinance regulatory response is the second item. There’s enough public discussion of MFI stress that some additional regulatory action looks likely — whether on borrower limits, group lending requirements, or credit bureau integration mandates. RBI press releases through May and June will be worth reading carefully.