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08.1 · Banks & lending

Sector playbook. How lenders make money → value chain → KPIs → what drives earnings and multiples → accounting quirks → red flags → how to value → representative companies → checklist. 07.1 gives the analytical machinery; this page is the field guide to the Indian lending landscape as of September 2026. Facts about real companies and the cycle are dated and should be re-verified before use.

Time: ~75 min · Prerequisites: 07.1 Banks & NBFCs


1. How the industry makes money

A lender borrows (deposits for banks; bank loans, bonds, securitisation and CP for NBFCs), lends at a spread, pays for branches, people and technology, absorbs credit losses, and keeps the remainder on a thin equity base. The RoA tree from 07.1 is the whole P&L; leverage converts RoA to RoE within regulatory capital limits.

Segment Funding Typical NIM Typical credit cost (cycle) Leverage RoA / RoE (good operator)
Large private banks Deposits (CASA 35–45%) 3.5–4.5% 0.4–1.0% 9–11x 1.7–2.0% / 15–18%
PSU banks Deposits (CASA ~40%, sticky) 2.8–3.3% 0.5–1.5% (higher in stress) 12–16x 0.9–1.3% / 12–18% (FY24–26 were peak years)
Small finance banks Deposits (lower CASA, higher cost) 6–9% 1.5–4% 7–9x 1.5–2.5% / 12–20%, volatile
Housing finance (HFCs) Bank loans, NCDs, NHB refinance 2.5–4% (prime) / 6–8% (affordable) 0.2–0.5% / 0.8–2% 6–8x 1.8–3.5% / 12–18%
Vehicle finance NBFCs Bank loans, NCDs, securitisation 7–10% 1.5–3% 4–6x 2.5–3.8% / 14–20%
Gold loans Bank loans, NCDs 10–13% 0.2–1% (secured by gold) 3–5x 4–6% / 18–25%
Microfinance (MFI) Bank loans, securitisation 10–13% 2–8% (cyclical, event-driven) 4–6x 1–4% swinging negative
Consumer / unsecured (fintech-led) Bank partnerships, NCDs 12–20% 4–10% 3–5x Volatile
Diversified NBFCs (e.g., Bajaj Finance) All of the above 9–11% 1.5–2.5% 5–7x 4–5% / 18–22%

2. Value chain and structure

flowchart LR
  D[Savers: deposits, MFs, insurers] --> B[Banks]
  B -->|term loans, bond purchases| N[NBFCs / HFCs]
  B --> R[Retail & corporate borrowers]
  N --> R
  M[Bond & CP markets] --> N
  S[Securitisation: banks buy NBFC pools for PSL] --> N
  RBI[RBI: capital, liquidity,<br/>risk weights, PSL] -.-> B
  RBI -.-> N

Banks sit at the centre: they hold the deposit franchise, fund NBFCs, and buy NBFC loan pools to meet priority-sector targets. NBFCs are specialists in segments banks under-serve (used vehicles, MSME, gold, rural) and depend on banks and bond markets for funding — the vulnerability exposed in 2018–19. Structure: ~12 large private banks, 12 PSU banks (post-2020 mergers), ~10 SFBs, and several thousand NBFCs of which ~50 matter.

3. KPIs and where to find them

KPI Where Notes
Loan growth by segment; deposit growth; CASA ratio; credit-deposit ratio Quarterly investor presentation Banks: watch the CD ratio (system ~80–82% in FY26) — deposit growth caps loan growth
NIM; yield; cost of funds Presentation; notes Definitions vary (on assets vs on loans); NIMs compressed ~20 bps in FY26 as repo-linked loans repriced after the RBI's 2025 cuts (BCG 9M FY26 roundup)
Cost-to-income Presentation Banks 40–50%; NBFCs 30–45%
GNPA, NNPA, PCR, slippages, recoveries, write-offs, restructured book, SMA-2 Presentation; Pillar 3; notes System GNPA fell to ~1.8% by March 2026, a multi-decade low (India Macro Indicators) — a benign base for forecasting credit cost, i.e. a warning
Credit cost (annualised) Presentation Through-cycle averages by segment (§1), not last year's
CRAR, CET-1, Tier-1; RWA density Presentation; Pillar 3 Floors per RBI (banks 11.5% incl. buffer; NBFCs 15%)
LCR; ALM buckets; funding mix; CP share Notes; ALM statement
RoA, RoE; book value per share Compute On average balances
Vintage/early-bucket delinquencies (30+ dpd by origination cohort) Sometimes in presentations; ask on calls The leading indicator for retail books

4. What drives earnings and multiples

  • The credit cycle: credit cost is the swing factor; benign years (FY23–26) compress it to record lows and multiples expand; stress (FY16–20 corporate; FY21 COVID; unsecured/MFI stress in FY25–26) reverses both.
  • Rates: cuts compress NIMs for banks with repo-linked books faster than deposit costs fall (FY26); hikes do the opposite. NBFCs with fixed-rate books and floating funding are squeezed in hikes.
  • Deposit competition: household savings shifting to mutual funds (SIPs) and equities raise the cost of deposits and cap growth; CASA ratios have drifted down across banks.
  • Regulation: RBI risk-weight changes (unsecured retail and NBFC exposures, Nov-2023; partial rollback 2025), PSL, the ECL transition for banks (April 2027), scale-based rules for NBFCs, and RBI's enforcement actions (business restrictions on individual lenders in 2023–25 — verify which are current).
  • Growth vs capital: 15–20% growth needs equity; dilution is part of the model.
  • Multiples: large private banks 2–3x book at 15–18% RoE; PSU banks re-rated from ~0.5x to ~1–1.5x book in 2022–25 as RoE recovered and the PSU-bank index outperformed private banks for stretches (Business Standard); high-RoE NBFCs 3–5x; stressed lenders below book. The P/B–RoE map (07.1 §6.4) is the tool.

5. Accounting quirks

  • Banks: IRAC incurred-loss provisioning until April 2027; "provision coverage" includes technical write-offs in some disclosures; treasury MTM through OCI vs P&L by portfolio (HTM/AFS/HFT — RBI's 2023 investment classification norms); interest reversal on NPAs.
  • NBFCs: ECL stage 1/2/3 with management overlays (watch overlay releases into profit); assignment income (upfront gain on selling loans via direct assignment); co-lending and off-book AUM (AUM ≠ balance-sheet loans — ask what share is off-book and who bears the credit risk).
  • Both: restructured loans classified as standard; evergreening through fresh loans to stressed borrowers (RBI has acted on this); fee income booked upfront vs amortised.

6. Red flags

Rapid growth in a new segment; GNPA falling only via write-offs; PCR falling as GNPA rises; management overlay releases; CP-funded long books; CD ratio well above system; concentrated corporate exposures (top-20 borrowers); RBI divergence reports (bank's NPA vs RBI's assessment — Yes Bank 2017–19); auditor or CFO changes; promoter lending to group entities (NBFCs); regulatory actions; RoE above peers with no visible reason (usually leverage or under-provisioning).

7. How to value

Justified P/B and residual income on the cost of equity; P/ABV for stressed books; the P/B–RoE map vs peers; DDM for high-payout PSU banks; never EV/EBITDA. Scenario the credit cycle explicitly. See 07.1 §6.

8. Representative listed companies (for study, not recommendation; verify all facts)

Segment Companies Study for
Large private banks HDFC Bank, ICICI Bank, Axis Bank, Kotak Mahindra Bank, IndusInd Bank Deposit franchise; the HDFC merger (case I7); IndusInd's 2025 derivative-accounting disclosures as a governance case
PSU banks SBI, Bank of Baroda, PNB, Canara Bank The 2022–25 re-rating; government ownership dynamics (07.5)
Small finance banks AU SFB, Ujjivan, Equitas Transition from NBFC to bank; deposit build
Housing finance LIC Housing, PNB Housing, Aptus, Home First, Aavas, Bajaj Housing Prime vs affordable economics; the DHFL lesson (case I4)
Vehicle finance Shriram Finance, Cholamandalam, Mahindra Finance, Sundaram Finance Nirmal Finance's real-world peers
Gold loans Muthoot Finance, Manappuram Collateral-driven credit cost; gold-price sensitivity; RBI's 2025 gold-loan directions
Microfinance CreditAccess Grameen, Fusion, Spandana Event risk (Andhra 2010, demonetisation, COVID, Karnataka 2025 ordinance)
Diversified Bajaj Finance (case I3), Jio Financial Cross-sell engine; the entrant with a balance sheet
Infrastructure/power finance REC, PFC, IREDA Government-linked lending; PSU valuation

9. The 10-question sector checklist

  1. Where does the RoA come from, and which line is at a cyclical extreme?
  2. How much of the book is unseasoned (originated < 2 years), and what do vintage curves show?
  3. What is the through-cycle credit cost for this segment mix, and what is being provided now?
  4. Funding: CASA/deposit trend (banks) or funding mix, CP share and ALM gaps (NBFCs)?
  5. Capital: CRAR headroom vs growth; when is the next raise?
  6. Regulation pending: risk weights, ECL (banks), RBI actions, PSL, scale-based rules?
  7. Concentration: segment, geography, top borrowers?
  8. Disclosure quality: slippages, SMA, vintages, overlays — given or hidden?
  9. Governance: management tenure, RBI relationship, related-party lending, auditor?
  10. Valuation: where does it sit on the P/B–RoE map, and what RoE does the price imply?

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