Can Collections Work Better for Borrowers?

Collections may be one of the few parts of financial services that borrowers encounter at exactly the moment they are least equipped to deal with it.

A salary is delayed. A medical bill lands unexpectedly. A small business has a bad month. An EMI is missed. What follows can quickly become its own source of stress: repeated calls, unfamiliar numbers, field visits, and the sense that every interaction begins from the assumption that you are trying to evade an obligation.

That is why collections has acquired the reputation it has. For many borrowers, it is associated with pressure and humiliation. For lenders, however, collections is fundamental to the economics of credit. If recoveries weaken, losses rise and lenders respond by tightening credit or making it more expensive. The quality of collections therefore shapes far more than one overdue account. It influences who gets access to credit, and at what price.

Our view is that better collections begins with a better understanding of default. That belief sits at the heart of our investment in CredResolve.

How you see default determines how you collect

Every collections strategy starts with an assumption about the person who has fallen behind.

One approach treats delinquency largely as a question of intent. If a borrower misses a payment, the instinct is to increase pressure - call more often and escalate faster.

The problem is that many defaults begin somewhere else. Income is often uneven. Families absorb sudden expenses. Small businesses hit temporary disruptions. Responsible borrowers can fall off schedule for reasons that have little to do with willingness to repay. The real question is often whether they can repay on the original timetable.
Once that distinction becomes visible, collections starts to look very different. Some borrowers need a timely reminder. Some are close to recovery and will respond to the right outreach. Others are in genuine distress and need fewer calls. A smaller set may have the ability to pay and still refuse to engage, which calls for a more formal path.

Treating them all the same is expensive for the lender and punishing for the borrower. This is where data can change the nature of the interaction.

Collections is overdue for a technology reset

Lending has modernised rapidly. Origination has become digital and underwriting increasingly data-rich. Collections has moved much more slowly.

Across lenders, the process still sits across disconnected systems. A digital reminder may live in one place, a call-centre workflow in another, with field collections elsewhere. Lenders struggle to see the full history of an account or enforce policies consistently.

The stakes around borrower treatment have also risen. Poor collection practices can create regulatory exposure and reputational damage long before they show up neatly in an operating dashboard.

CredResolve is building for this gap.

The company brings the collections journey into a single platform. Its scoring layer uses lender data on repayment behaviour and previous interactions to determine what kind of intervention is likely to work for each account.
That might mean prioritising a borrower whose cash flows appear to be recovering. Someone who usually pays on time may only need a simple nudge. Where the data suggests acute financial stress, the system can deliberately reduce outreach.

For the lender, that means spending effort where it has the greatest chance of working. For the borrower, it means fewer pointless and poorly timed interactions.

One system, several paths

CredResolve also orchestrates communication across digital messaging and voice. AI-led agents can handle routine conversations at scale while remaining within the lender’s policies. When an account requires more judgement, the system escalates it to a human agent with the history of what has already happened and how the borrower has responded.
Some cases will still require legal action or an on-ground visit. CredResolve makes those steps part of a defined escalation path. In rural and semi-urban markets, where field collections remain important, the platform gives agents real-time account information and gives lenders far greater visibility into what actually happens during an interaction.
This matters because the last mile is where a lender’s stated values are tested. A policy written at headquarters means little if the borrower experiences something very different at the door.

Why we invested

We like markets where an essential function has been under-served by technology for too long. Collections fits that description closely.
It sits directly inside the lending P&L, affecting losses and the confidence with which lenders can extend fresh credit. Yet the category has historically received less attention than origination or underwriting. CredResolve is attacking the problem at the system level, connecting intelligence with execution across the collections journey.

We were also drawn to the team’s understanding of what makes this category difficult. Collections is operationally demanding and emotionally charged. The founders bring deep domain knowledge alongside a clear view of how technology can improve outcomes while keeping sight of the borrower at the other end.

The best financial infrastructure often becomes invisible when it works. A missed payment is handled in the right way. The borrower gets an intervention suited to their circumstances. The lender recovers more without making a difficult moment worse.

That is the future of collections CredResolve is building towards.