Debt Collection Agent
Recovers what's owed, respectfully.
Runs outreach and reminders tuned to each borrower's history and repayment pattern, escalating only the accounts that genuinely need it. Your team moves from doing the work to reviewing the exceptions.
- Live event streams
- Historical data
- Policy & rules
- Exception flags
- Structured records
- Drafted communications
Why this work breaks at scale.
Copy, paste, reconcile, repeat, across tools that don't talk. Expensive, inconsistent run to run, and hard to audit later.
What the Debt Collection Agent does for your team.
Improves with feedback
Reviewer corrections feed back into evaluation, tightening accuracy on your data over each cycle.
Writes a complete audit trail
Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.
Scores and prioritises
Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.
Deterministic where it matters
Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.
From first account to collections, one customer view.
Ingest
Pulls in the relevant records and documents the moment they arrive.
Extract & validate
Structures the data and checks it against your rules and reference masters.
Decide or draft
Resolves the routine case or prepares a recommendation for review.
Post & log
Commits the outcome to your system of record with a full audit trail.
- Live event streams
- Historical data
- Policy & rules
- Reference masters
- Exception flags
- Structured records
- Drafted communications
- Posted transactions
Deployed into the systems you already run.
No rip-and-replace. The Debt Collection Agent connects to your existing banking & financial services tooling and writes back to your system of record.
Deployed for Collections & recoveries teams — healthier collection cycles.
The practical details.
Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.
It integrates with the banking & financial services systems you already run, Finacle, Temenos T24, FLEXCUBE and more, with no rip-and-replace.
A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.
No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.