Launching a New Loan Product at an NBFC in India: A Credit Risk Checklist

An NBFC Loan Product Launch requires a Board-approved credit policy, a compliant consent framework, and a documented underwriting process before the first loan is disbursed.

Every new loan product at an Indian NBFC requires three things before a single rupee is disbursed: a Board-approved credit policy, a compliant data and consent framework, and a documented underwriting process. These are not optional milestones that can be addressed after launch. They are the preconditions for launch.

Launching a new loan product at an NBFC in India requires regulatory, analytical, and operational checks. Each product must meet these requirements before launch. This checklist covers the complete preparation sequence.

Credit Policy Development for a New NBFC Loan Product

The Board must approve the credit policy for a new loan product before the NBFC makes any credit decisions under it. The Board presentation and approval process typically takes two to four weeks. Therefore, include this period in the product launch timeline.

Minimum credit policy content for each new product:

• Target borrower segment: income range, employment type, geographic focus, and any excluded categories.
• Minimum and maximum loan amount, tenure, and interest rate range.
• Minimum credit bureau score requirement and bureau exclusion criteria (active NPA, settled accounts, DPD in defined window).
• Income verification requirements: documents required, income multipliers for sizing, DSCR or FOIR thresholds.
• Collateral requirements (if secured): LTV policy, valuation methodology, collateral type acceptability.
• Concentration limits: maximum exposure in the new product as a percentage of the total NBFC book.
• Exception-to-policy handling: who can approve exceptions, documentation requirements, maximum exception frequency.
• Sanctions authority: who can approve at which credit ticket size.

Data and Consent Framework for the New Product

Every new loan product requires a specific data and consent framework. Consent from a borrower for one product does not extend to a different product. The Digital Lending Directions 2025 require product-specific consent.

Data and consent checklist for a new product:

• Identify all data sources: which bureau, which bank statement source, which GST API, and which KYC verification APIs will be used for this product. Document each source.
• Draft consent language: For each data source, draft consent language that specifies the data type, the purpose, the period, and the specific loan product. Generic consent covering all NBFC products does not meet the specificity requirement.
• Consent mechanism design: Design the borrower-facing consent interface. Clearly define when and how each consent appears, how the system records acceptance, and how borrowers can withdraw consent.
• Data retention policy: Define how long the NBFC will retain data collected for the product and specify the conditions for deleting it.
• Third-party data sharing: If the product involves a fintech partner, co-lender, or data vendor, document the data shared with each party and the consent required for sharing.

Underwriting Process Design and Documentation

Complete the underwriting process documentation for a new product before processing the first application.

Underwriting process checklist:

• Application form: What information does the NBFC collect from the borrower during the application stage?
• Bureau pull triggers: Define when and how the NBFC initiates the bureau pull and which bureau it queries.
• Bank statement collection process: Define how the NBFC collects bank statements digitally through AA or APIs, or manually through PDFs. Specify which banks it accepts and how many months of statements it requires.
• Income assessment methodology: Define how the NBFC calculates income from the collected documents for each borrower type and product.
• Credit decision flow: Automated assessment first, then manual review for referrals, then credit committee for exceptions.
• Sanction letter format: The sanction letter template for this specific product must include all terms required by the Digital Lending Directions 2025.
• NACH mandate process: Register the EMI debit mandate before or at the time of disbursement.
• Post-disbursement monitoring: Define which bureau, bank statement, or GST data the NBFC monitors and how often it conducts each check.

Pilot Programme Design and Performance Monitoring

Before full-scale launch, a pilot programme limits exposure to a new product’s unknown risk parameters. Pilot design:

• Pilot volume cap: number of loans or total disbursement amount for the pilot period (typically 90 days). The cap limits exposure while generating performance data.
• Tighter credit criteria for pilot: pilot applications should target the clearest positive credit profiles within the target segment above the minimum score, within the tightest income band, with the cleanest bureau profiles. Reserve the boundary cases for the post-pilot full launch when performance data exists.
• Weekly performance monitoring: track first-payment default rate, contact rate, and any fraud signals every week during the pilot. A first-payment default rate above 3% in the first 30 days is a strong signal that either the credit policy or the target segment definition needs adjustment before full launch.
• Exit criteria: define before launch what performance outcomes would trigger pause-and-review. Define exit triggers in advance. These should include systematic fraud patterns, structural first-payment defaults, or RBI-specific feedback during the pilot.

RBI Regulatory Considerations for New NBFC Products

Specific RBI regulatory considerations for new loan products:

• Product category registration: the NBFC’s certificate of registration specifies the categories of financial services it is permitted to provide. A new product outside the registered categories requires RBI approval. An NBFC registered for MSME lending launching a consumer personal loan product should verify whether the new product requires an amended certificate of registration.
• Interest rate communication: any new product must communicate the APR (Annual Percentage Rate) upfront and in the sanction letter. The Digital Lending Directions 2025 specifically require APR disclosure, including all fees.
• Priority sector eligibility assessment: determine whether the new product qualifies for priority sector lending classification. PSL classification affects the NBFC’s appeal to bank co-lending partners and NABARD refinancing eligibility.

Key Takeaways

• Launching a new loan product at an NBFC in India requires a Board-approved credit policy, product-specific consent framework, documented underwriting process, and a defined pilot programme before the first disbursement.
• Credit policy content checklist: borrower segment definition, loan parameters, bureau and income criteria, collateral policy, concentration limits, exception handling, and sanctions authority.
• Data and consent framework: product-specific consent language for each data source, consent mechanism design, data retention policy, and third-party data sharing documentation.
• Pilot programme design: volume cap, tighter-than-policy credit criteria, weekly first-payment default monitoring, and pre-defined exit criteria.

Frequently Asked Questions

Conclusion

Launching a new loan product at an NBFC in India is a structured process, not a creative exercise. The regulatory, analytical, and operational requirements exist to prevent the most common new product failures: launching before the credit policy is ready, launching with consent frameworks that create compliance gaps, and scaling before pilot performance data validates the credit underwriting model.

Do the preparation work. Board-approve the policy. Document the process. Run the pilot. The new product that launches correctly performs better than one that launches fast.