SOLUTIONS

Cashflow Servicing

Post-origination monitoring that flags repayment risk and portfolio deterioration, with clear next-best actions.
Reduce delinquencies with earlier warning
Detect deterioration before delinquency so teams can intervene earlier and reduce missed payments.
Grow safe revenue without lifting loss rates
Identify customers with capacity for limit increases or offers while keeping loss rates in check.
Prioritize agent effort
Focus teams on the few accounts that matter each day, not broad queues.
Prioritize outreach and treatment
Triage accounts by risk and recommended action so teams focus on the right customers, supporting lower servicing cost per account and better cure rates.
Support line management
Use cashflow and behavior to set, raise, or reduce lines based on real ability to pay.
Enhance portfolio visibility
Track risk and performance trends across your book with clear segmentations and dashboards, so you can adjust strategies before issues scale.

Make smarter servicing decisions with a fuller view of repayment risk

Cashflow Servicing helps lenders monitor and manage portfolio health. It uses persisted borrower data and repayment context to identify risk, such as missed payments, and customers with capacity for safe growth, and translates insights into clear, operational next-best actions.
Traditional Solutions
Static rules and queues
Late identification of risk
One-size scripts
Carrington Labs
Regular risk scores and segments
Trained for your products
Transaction-level cashflow features
Next-best-action recommendations
Explainable drivers and reason codes
API or batch delivery into your LMS and CRM

Unlock your potential uplift

30%

more accurate in scoring high-risk customers

2.5x

more accurate in scoring low-risk, high-value customers

14%

higher margins with integrated limit-setting

The typical uplift our solutions can deliver based on a sample set of anonymized data.

Compliance Ready

Meets strict compliance standards while delivering on speed, fairness, and transparency.

No PII required
Models use de-identified transaction data.
Compliance-ready
Designed to support explainable, governed, and lender-controlled use within your compliance framework.
Explainable outputs
The model provides explainable reason codes the lender can use within its own adverse-action process.

See other solutions

Related use cases

Detect Early-Warning Credit Risk

FAQs

What is Cashflow Servicing?
Carrington Labs' Cashflow Servicing helps lenders monitor and manage portfolio health after origination. It uses persisted borrower data and repayment context to identify risk, such as missed payments, as well as customers with capacity for safe growth, and translates insights into clear, operational next-best actions.
When should a lender use Cashflow Servicing?
After origination — to monitor portfolio health, catch repayment stress early, manage lines, and spot customers with capacity for safe growth.
What does it look at?
A persisted bank-transaction connection, your loan tape or repayment schedule, and live servicing context.
What does it provide?
Upcoming repayment-risk flags, borrower-level alerts, next-best actions, and portfolio-health signals.
Does it only flag risk, or growth opportunities too?
Both. It surfaces early-warning signals on deteriorating accounts and identifies healthier customers who can support more exposure.
Does it replace our collections process?
No. It's an intelligence layer that helps servicing and collections teams act earlier and prioritize; you keep your processes and decisions.
How is it delivered?
Via API or batch, fitting into your existing servicing and portfolio-management workflows.
Is it explainable?
Yes. Alerts come with explainable drivers so servicing teams understand why an account is flagged.