India's small-ticket lending market is expanding rapidly. But the infrastructure required to recover at scale — ethically and efficiently — has not kept pace.

India's small-ticket lending market is expanding rapidly. Recent coverage by The Economic Times indicates that NBFCs now lead consumer durable financing, with originations increasing 41% year over year. This suggests strong growth momentum.
However, this growth raises a more challenging question: Can recovery operations keep pace without eroding margins?
In small-ticket lending, recovery is not only about collecting dues — it is also about ensuring the cost of collection remains financially viable.
Consider a simplified example: if a lender provides ₹10,000 and spends ₹1,000 to ₹1,500 on recovery, margins decrease significantly. Across thousands of accounts, recovery becomes a unit economics challenge rather than solely an operational issue.
As originations rise, so do early-stage delinquencies, outbound calls and messages, vendor coordination efforts, and compliance monitoring requirements. With smaller ticket sizes, even minor inefficiencies can become costly.
Most recovery teams were built around agents — people calling customers, following scripts, and escalating cases manually. That model works at moderate volumes. However, as portfolios expand rapidly, every human touchpoint carries a cost, agent capacity is limited, supervising third-party vendors becomes complex, and small compliance lapses multiply at scale.
Under the oversight of the RBI, the regulated entity remains accountable even when recovery is outsourced. Therefore, scaling through agencies alone does not eliminate risk.
Leading NBFCs are adopting structured workflows rather than beginning with agent involvement. Recovery should be viewed as a process rather than a single action:
In the early stages, most borrowers require only a reminder. SMS and WhatsApp nudges, email notifications, AI voice reminders with payment links, and in-app prompts are low-cost, respectful, and often effective in resolving early-stage dues.
If the borrower does not respond, recovery efforts become more direct. Recovery teams focus on accounts with higher default probability, borrowers with an inconsistent repayment history, and conversations around credit score impact and repayment plans.
At this stage, accounts require stronger intervention: legally vetted demand notices, mandatory field visits, and closer monitoring of repayment commitments. The objective is to resolve the account before it becomes an NPA.
After accounts exceed 90 days past due, recovery shifts to formal resolution: legal settlement discussions, SARFAESI initiation where applicable, and recovery suits if necessary.
The principle is straightforward: automation should manage high volumes, while personnel address complex cases.
Platforms such as Simpleworks enable lenders to implement this structured approach by integrating workflow automation, AI-driven prioritization, compliant dialer controls, omnichannel engagement, and centralized monitoring within a unified system.
This approach delivers measurable outcomes: lower cost per recovered account, better visibility across in-house and outsourced teams, reduced compliance stress, and more predictable recovery performance. Rather than increasing headcount to manage growth, recovery becomes system-driven and scalable.