Digital Debt Collection in Microfinance: AI and Hybrid Recovery
Why in the news
With microfinance stress rising, lenders have begun adopting digital debt-collection platforms to improve recovery.
Key facts
- Stress in the microfinance sector doubled between April and September of FY25.
- RBI data: 31-180 DPD stressed assets climbed from 2.15% in March 2024 to 4.3% by September 2024.
- Personal-loan collection efficiency fell from 95% (June 2023) to 93% (December 2023), per ICRA.
- Causes: festive spending, low priority to loan repayment and complex reconciliation of varied loan structures.
Digital platforms
| Platform | Focus |
|---|---|
| Spocto X (Yubi Group) | Real-time tracking and ethical collections |
| Credgenics | Reconciling lending structures; optimising field visits |
- Services: AI risk scoring and segmentation, field staff analytics, mobile apps for on-ground collection.
- MFIs, banks and NBFCs earlier relied on business correspondents and field agents; digital tools now assist them with automated follow-ups.
Significance
- Faster, cheaper follow-ups and better collection efficiency.
- Proactive engagement can lower defaults.
Exam angle
- DPD = days past due.
- Approach: hybrid collection strategy.