Based on the portfolio data, correlation analysis, and trend patterns, the following six actions are recommended to rebuild disbursement volume while maintaining the improved conversion quality achieved in FY2025-26.
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1. Dealer Network Expansion
Login volume is the primary lever. Onboard 50β100 new dealers in under-penetrated states (Bihar, Andhra Pradesh, Haryana, Punjab) to rebuild the funnel. Each new dealer typically generates 20β40 proposals/month.
π΄ High Impact
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2. ROI Rationalisation
8,290 cases with ROI >16% suggests pricing may be above market. Reducing ROI by 0.5β1% for quality borrowers (CIBIL >700, App Score >800) could improve acceptance rates and attract better-quality applicants who currently choose competitors.
π΄ High Impact
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3. State Diversification
Reduce dependence on Rajasthan+UP+MP (80% concentration). Target Karnataka, Maharashtra, Telangana and Odisha β all with existing but underserved agriculture bases. These states already have dealer presence but low volume.
π‘ Medium Impact
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4. LTV Cap Enforcement
5,998 disbursed cases exceed 80% LTV. Enforce a hard cap at 82% with exceptions only for Ultra Low Risk (CIBIL >750 + App Score >800). This reduces NPA risk without materially impacting volume given the correlation data.
π‘ Medium Impact
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5. App Score Recalibration
With 48.8% of disbursals having no CIBIL score, the application score is the primary risk tool for agricultural borrowers. Investing in scorecard recalibration using disbursed vs. non-performing data can improve both approval rates and risk quality.
π‘ Medium Impact
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6. Seasonal Campaign Timing
October 2022 was peak (Rabi season preparation). Align marketing campaigns with agricultural cycles β pre-kharif (May-June) and pre-rabi (September-October) to maximise login volume during natural high-demand windows.
π΅ Monitor