Bank Statement Analysis for Indian NBFC Underwriting
Tier-1 and Tier-2 NBFCs lending across MSME, vehicle, gold, and unsecured personal segments need BSA that holds on the long tail of Indian banking — PSU dot-matrix, co-operative branch PDFs, password-protected exports — and that produces the signals an Indian credit policy actually scores on. TransactIQ is engineered for that workload, with RBI Scale-Based Regulation governance built into the deployment tiers.
What TransactIQ does for an NBFC pipeline
Nine capabilities that map to the actual shape of NBFC underwriting in India.
Coverage across 200+ banks
Private, PSU, co-operative, regional rural, small finance, and payments banks — the actual distribution of statements an NBFC originating across MSME, vehicle, gold, and personal segments will receive in a working day.
PSU and co-operative dot-matrix
The category where most incumbent BSA vendors degrade. TransactIQ is engineered for the long tail — Karnataka State Co-operative Apex, district central co-operatives, branch-issued dot-matrix PSU statements, password-protected and multi-generation photocopies.
MSME synthetic financials
Four-layer construction for unbanked or thin-file MSME applicants: personal-vs-business transaction separation, synthetic P&L, synthetic balance sheet, synthetic cash flow. Designed for the ₹65-trillion MSME credit-demand gap where audited financials are unavailable.
Bounce predictor for unsecured book
Critical for NBFC unsecured personal-loan and consumer-durable portfolios. Forward-looking signal trained on bounce/return history, salary consistency, and end-of-cycle balance posture rather than the simple historical-bounce count.
Round-tripping and ever-greening detection
Identifies inter-account circular flows, synthetic turnover inflation, and same-day in-out patterns that distort apparent business activity — material to NBFC vehicle, gold, and unsecured MSME underwriting where applicant statements are the primary income evidence.
40+ engineered credit signals
Salary regularity, EMI obligation density, recurring vendor outflows, GST-payment outflows, top counterparties, average daily balance bands, weekend-vs-weekday flow patterns — feature set built around what an Indian NBFC credit policy actually scores on.
Account Aggregator + PDF mix
AA-payload ingestion alongside PDF and password-protected exports. The production pipeline at a working NBFC is rarely AA-only — TransactIQ handles the realistic mix.
Three deployment tiers
Self-hosted in the NBFC VPC (data plane owned by the lender), managed multi-tenant on AWS Mumbai, and dedicated single-tenant private cloud. Self-hosted is a first-class tier, not a concession.
RBI SBR governance posture
NBFC-UL/ML scale-based regulation alignment: documented audit trail per processed statement, regulator-directed review workflow built into the MSA, India data residency by architecture in every tier.
Why TransactIQ for NBFC lending
Four dimensions where evaluating credit and risk teams typically compare TransactIQ to an incumbent BSA vendor.
| Dimension | Typical incumbent posture | TransactIQ |
|---|---|---|
| NBFC unsecured book accuracy | Strong on retail-private-bank statements. Coverage degrades on PSU dot-matrix, regional co-operatives, and the multi-generation photocopies common in Tier-2 and Tier-3 city origination. | Coverage benchmarked specifically on the degraded tail where NBFC underwriting accuracy actually breaks. Customer outcome: match-rate progression from 51% to 88% on a comparable adjacent-domain workload. |
| MSME thin-file underwriting | Standard BSA outputs — bounce history, salary detection, EMI tracking — designed for retail. | Adds the four-layer synthetic financial statement construction for MSME borrowers. Personal-vs-business separation feeds a synthetic P&L, balance sheet, and cash-flow view from bank activity alone. |
| Data residency for SBR-tier NBFCs | India data residency typically supported in managed mode. | India data residency by architecture in every tier. Self-hosted in the NBFC VPC means statements never leave lender infrastructure — the strictest posture an SBR-tier NBFC can demonstrate to its supervisory team. |
| Account Aggregator integration | AA ingestion supported by most production BSA vendors. | AA payload normalisation across OneMoney, Setu, Finvu, and CAMS-AA. AA-vs-PDF accuracy delta surfaced in the audit trail. Consent revocation handling documented. |
Benchmark TransactIQ on your NBFC portfolio
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