Financial Shenanigans

Figures converted from INR at historical FX rates — see data/company.json.fx_rates. Ratios, margins, and multiples are unitless and unchanged.

Financial Shenanigans

Bajaj Finance is a structurally clean reporter in a complex regulated sector. The headline accounting is supported by a joint statutory audit (Price Waterhouse LLP and Kirtane & Pandit LLP) with an unqualified opinion, AAA ratings from all four domestic agencies, RBI Upper Layer NBFC supervision, and capital well above regulatory minimums. The forensic concerns are not about whether earnings are real — they are about presentation choices that smooth a clearly slowing core: a $158M BHFL stake-sale gain routed straight to consolidated reserves while an offsetting $157M "permanent" Stage 1/2 provisioning floor was charged through the standalone P&L; a 72% surge in loan losses to $932M in FY2025 alongside a provision coverage ratio that fell from 64% (FY2023) to 54%; and $1,476M of proposed FY2026 related-party flows with subsidiary Bajaj Housing Finance Limited equal to 18.1% of consolidated turnover. The grade is Watch, not Elevated, because every item above is fully disclosed, the auditor opinion is clean, and credit metrics remain best-in-class versus a sector GNPA of 3.4%. The single data point that would change the grade is a Q4 FY2026 or FY2027 GNPA print above 1.5% combined with another "exceptional" reclassification.

The Forensic Verdict

Shenanigans scorecard (13 categories)

Breeding Ground

The structural conditions tilt yellow rather than green: a controlling promoter, family directors, an unusually long-serving CEO who just rotated into a Vice Chair role, and a large captive subsidiary that now generates 18% of related-party flow. Offsetting these are 7 independent directors out of 11, dual statutory auditors mandated by the RBI for Upper Layer NBFCs, and active RBI supervision that produced a real enforcement action (the November 2023 eCom/Insta EMI embargo) — a sign the regulator is awake rather than asleep.

The two breeding-ground items that matter most are scale of related-party flow with Bajaj Housing Finance Limited and the duration of Rajeev Jain's CEO tenure. Both are well disclosed. Neither has translated into accounting symptoms an auditor has flagged. They warrant monitoring rather than discounting.

Earnings Quality

Reported PAT of $1,963M in FY2025 (+16% YoY) and $2,061M in FY2026 (+15%) is supported by the income-statement architecture — net interest income, fee income, and operating leverage. The earnings-quality concerns are concentrated in three specific gaps: the provisioning floor that suppresses optical credit cost relative to where Stage 1/Stage 2 modelled losses would have been; the BHFL gain that selectively appears in standalone but not consolidated P&L; and the steady erosion of provision coverage ratio while NPAs trend up.

Loan loss provisions: front-loaded then accelerated

The 72% jump in FY2025 loan losses ($555M → $932M) matches management's own explanation of macro-level deterioration and unsecured-borrower over-leverage. What earns a yellow flag is the trend in provision coverage: 64% in FY2023, 57% in FY2024, 54% in FY2025. Coverage has fallen each year of the up-cycle in NPAs.

Coverage is decoupling from net NPAs, which would normally pull coverage up in tandem. Management's Q3 FY2026 response — a one-time $157M floor on Stage 1/2 Loss Given Default — partially corrects this, raising Stage 1 PCR from 30.1% to ~37% and Stage 3 PCR from 52% to 61%. The fact that the correction had to happen confirms the prior trajectory was uncomfortable.

Other income and exceptional items

Two observations. First, the Q3 FY2026 gain of $158M and provision of $157M nearly cancel — to within 0.7%. Management said in the earnings call that the matching was not deliberate but coincidence; an analyst on the call (Piran Engineer) compared the consolidated-reserves placement to a re-valuation. Second, "additional" or "accelerated" ECL provisions appear in Q4 FY2025, Q3 FY2026, and Q4 FY2026. A line item that appears three quarters out of seven is approaching recurring rather than exceptional.

Revenue growth vs loan book: no receivables gimmick

Revenue is tracking AUM closely. There is no widening gap between accounting recognition and economic loan book, which is the standard premature-revenue test. The income-statement architecture for an NBFC — interest income on EIR, fee income on origination, recovery from charge-offs — is intact.

Cash Flow Quality

Bajaj Finance's operating cash flow has been structurally negative every single year from FY2015 through FY2026, ranging from -$7,974M (FY2025) to -$110M (FY2021). For a manufacturer this would be a red flag. For an NBFC it is the correct architecture: the cash flow statement classifies "increase in advances" (loan book growth) inside CFO. A lender that grows by $10B of advances will show a CFO outflow of roughly the same magnitude, financed by deposit growth and borrowing growth in CFF. This is a sector convention, not manipulation — the test for cash-flow quality has to be different.

The honest tests for an NBFC

Pre-provision operating profit: the true earnings power

Pre-provision operating profit grew 25% in FY2025 and 18% in FY2026 — adequate buffer to absorb the rising loan-loss line. PBT growth slowed from 24% (FY2024) to 14% (FY2025) to 22% (FY2026) — the credit-cycle drag is visible in the numbers, not hidden.

Metric Hygiene

The defining metric-hygiene question for FY2026 is whether "core" or "adjusted" PAT (excluding the BHFL gain and the offsetting provision and labour-code charge) is the right number. Management presents both. The risk is that the convention of stripping out exceptional items becomes load-bearing as exceptional items become more frequent.

The Q3 FY2026 disclosure pattern is illustrative. Management labelled the BHFL gain "exceptional" and the offsetting LGD-floor provision "exceptional", then showed both reported and core growth rates side-by-side. That is editorially fair. But the analyst on the call (Kunal Shah, Q2 FY2025) had already flagged the same structural question a year earlier when the BHFL IPO produced its first one-time gain — asking why the gain wasn't being used to seed a management overlay buffer. Management's answer ("the one-time gain does not necessarily give you an opportunity to create provisions") is technically correct under Ind AS but is a recurring debate.

What to Underwrite Next

Five concrete diligence items, in priority order:

1. Q1 and Q2 FY2027 GNPA and Stage 2 movement. The FY2027 credit cost guidance of 145-160 bps is materially better than FY2026 actuals (~230 bps). If Q1 FY2027 GNPA prints above 1.3% or Stage 2 assets expand, the FY2027 PAT bridge breaks. Watch: GNPA, NNPA, Stage 1/2/3 movement table in the quarterly investor deck.

2. Frequency of "exceptional" or "additional" ECL provisions in FY2027. FY2025-FY2026 saw at least four such labels (Q4 FY25 $42M; Q3 FY26 $157M permanent floor; Q4 FY26 $15M; plus the labour-code charge). A fifth occurrence in FY2027 reclassifies the convention from exceptional to recurring. Watch: investor presentation Panel 5 ("one-timers").

3. Annual related-party transactions disclosure for FY2026. FY2026 proposed RPT with BHFL was $1,476M (18.1% of revenue). Watch: actual transacted value vs proposed, and pricing benchmarks disclosed in the FY2026 Audit Committee related-party report.

4. Provision Coverage Ratio trajectory. The PCR fell from 64% (FY23) to 54% (FY25). The FY2026 reset moves it back toward 60%. Watch: whether PCR holds above 60% as new NPAs flow in and the Stage 1/2 floor matures.

5. Auditor commentary on internal controls and Note 51 ("intermediary funds"). Notes 49 and 51 of the standalone financials cover credit risk framework and the management representation on no advances to intermediaries. Any new emphasis-of-matter, Key Audit Matter additions, or change in the joint auditors (Price Waterhouse LLP and Kirtane & Pandit LLP) deserves immediate review.

Signals that would downgrade the grade. A restated quarterly result; expansion of the BHFL-related-party envelope above 25% of consolidated revenue; PCR falling below 50% during a rising-NPA cycle; departure of either joint auditor for any reason other than RBI rotation; or evidence that the Q3 FY2026 LGD floor change was suggested by the auditors rather than initiated by management.

Signals that would upgrade the grade. Stable or rising PCR with stable GNPA through FY2027; no "exceptional" line items in the next four quarters; BHFL transactions reducing as the subsidiary self-funds; gradual closing of the assigned-portfolio book.

The bottom line for an investor underwriting a position: the accounting risk at Bajaj Finance is a valuation haircut, not a thesis breaker. The earnings are real, the regulator is engaged, the auditors are competent, and the disclosure is fuller than most Indian financials. But the company is in a credit cycle, management uses non-recurring labels for items that recur, and a complex related-party network with a listed subsidiary needs continuing scrutiny. Build the position with awareness that "core" PAT is doing more editorial work than headline PAT, and that the next leg of credit-cost normalisation is the test of whether the bull case (FY2027 PAT growth above 20%) survives contact with the loan book.