Fintech

Recov is the platform Finlytyx built to close those gaps — and at its core sits Debt360, a purpose-built debt management engine that gives everyone from the field agent to the Group Head a real-time, role-appropriate view of recovery operations.

What We Found on the Ground

Before writing a line of code, we did primary research across NBFCs and co-operative banks in Kerala — sitting with operations heads, branch managers, and collection agents to understand how recovery actually worked day to day. What we found wasn't one problem. It was several, compounding each other.

Loan data lived in disconnected spreadsheets and legacy systems, reconciled by hand. By the time a portfolio change reached the agent responsible for it, days had passed — and delinquencies compound quietly in exactly those days. Operations heads had no live view of accounts aging past 30, 60, or 90 days; the monthly report would eventually surface the problem, long after the best recovery window had closed.

The human side was just as unstructured. Collection teams worked without follow-up trackers or task systems, so managers couldn't see which agents were effective, who was overloaded, or where to redistribute work. Account allocation itself was ad hoc — no logic for bucket, branch, product, or overdue amount — which meant high-value accounts regularly landed with the wrong agent, or with no one at all.

And underneath everything sat a compliance risk that worried the leadership we spoke with most: customer interactions, reassignments, and recovery actions were going undocumented. For institutions under regulatory scrutiny, having no structured case history to produce on demand isn't an inconvenience — it's exposure.

The few software tools available didn't fit either. They offered static, one-size reporting that couldn't handle a diverse book — an institution running gold loans, micro-lending, and digital credit simultaneously couldn't even filter its own portfolio by product, region, or delinquency bucket.

What We Built

Recov was designed as the unified operational backbone these institutions were missing — a multi-module platform where user management, branch configuration, live portfolio tracking, and agent allocation work as one coherent system instead of six disconnected tools.

The Debt360 engine at its centre does the work that spreadsheets never could. Portfolios update in real time, with delinquency tracked bucket-wise — so an operations head sees accounts crossing into 30, 60, or 90 days past due as it happens, not at month-end. Account allocation runs on configurable rules: by bucket, branch, product, or overdue amount, so high-value and high-risk accounts reach the right agent automatically, and nothing sits unassigned.

Every stakeholder gets a view built for their role. Field agents see their assigned cases, follow-up schedules, and interaction history. Branch and regional managers see team performance, workload distribution, and aging trends for their territory. Group Heads see the whole portfolio. Same data, one source — different lens for each level of the hierarchy.

And every interaction — every call logged, visit recorded, case reassigned — writes itself into a structured audit trail. When a regulator or auditor asks for the case history on an account, it's a query, not a scramble.

What It Changes

The design target for Recov is a 15–25% improvement in recovery rates, driven by the two things manual operations can't deliver: automated tracking and full portfolio visibility. The mechanism is straightforward — recovery is largely a timing game, and an institution that sees delinquency the day it happens, routes the account to the right agent immediately, and follows up on schedule will simply recover more than one working from last month's report.

Just as important is what managers gain: for the first time, collector performance is measurable, workloads are visible, and allocation decisions are based on data rather than habit.

The Takeaway

Debt recovery in India's mid-tier lending sector doesn't suffer from a lack of effort — collection teams work hard. It suffers from a lack of visibility. When portfolio data lags by days and reporting lags by weeks, even good teams are always reacting to old news. The fix isn't pushing agents harder; it's giving the entire hierarchy — agent, manager, Group Head — a live, shared, role-appropriate view of the book, and letting rules handle the routing that humans were doing ad hoc. That's the gap Recov was built to close.

Running collections on spreadsheets while your NPA numbers climb? Talk to Finlytyx about Recov — and what real-time portfolio visibility would change for your institution.