Risk teams only find out about defaults after the loss is already on the books
What We Build
What we've built for Risk & Collections teams
Continuous default risk rescoring
Rescoring accounts on an ongoing basis instead of only at origination, so deteriorating behavior is flagged before the account is in trouble.
Real-time transaction fraud scoring
Scores transactions at the moment they clear instead of in next-day batch review, catching fraud before the loss is locked in.
Recovery-probability collections model
Routes collections effort to the accounts most likely to respond, replacing queue-order treatment with a scored priority list.
Automated portfolio monitoring pipeline
Reviews the full portfolio continuously instead of a manual sample, closing the blind spots that grow as volume increases.
Common Challenges
The problems your team faces — and how we solve them
Default risk assessed at origination and never revisited
Accounts are scored once when they open and then monitored by lagging indicators — so deteriorating behavior goes undetected until the account is already in trouble.
Recommended solution
Risk & Fraud DetectionFraud is detected too late — the transaction has already cleared
Rules-based systems check known patterns but miss new fraud vectors, and batch review means losses are discovered the next day rather than prevented at the moment of transaction.
Recommended solution
Risk & Fraud DetectionCollections teams apply the same treatment to every account
Without risk scoring, agents work through queues in order rather than routing effort to the accounts most likely to respond — leaving recoverable debt uncollected.
Recommended solution
Process Automation & OptimizationManual review can't keep up with transaction volume
As portfolio size grows, the gap between what can be reviewed manually and what needs to be monitored widens — creating blind spots that cost more than the review would have.
Recommended solution
Process Automation & OptimizationReady to explore this for your Risk & Collections team?
Tell us about your situation. We'll show you what's possible — in plain language.
Schedule a free meeting