A structured early warning system that monitors your entire portfolio for pre-delinquency stress signals — across financial behavior, bureau changes, and external triggers. HAWKEYE's Early Stress Signals engine detects deteriorating borrower health 60–90 days before default occurs and generates prescriptive intervention alerts for collection and risk teams.
Manual processes, fragmented tools, and legacy systems create compounding inefficiencies that limit speed, accuracy, and risk visibility.
A complete early warning system — from signal detection through prescriptive intervention — across your entire portfolio.
Portfolio-wide early warning with multi-signal detection, risk tiering, and prescriptive intervention support.
Our customers report consistent improvements across turnaround time, accuracy, operational efficiency, and risk management.
Designed with input from practitioners across credit, risk, operations, compliance, and technology functions.
How financial institutions apply this solution across their business operations.
Standard DPD-based systems are retrospective — they alert you after a payment is already missed. HAWKEYE's Early Stress Signals are predictive — they monitor leading indicators (income changes, balance erosion, bureau inquiry surges, GST gaps) that precede delinquency by 60–90 days. This pre-delinquency detection window enables proactive intervention when recovery is still achievable.
HAWKEYE monitors 30+ signal categories across four dimensions: financial signals (income decline, cash flow deterioration, balance erosion), behavioral signals (transaction pattern changes, cash withdrawal increases), bureau signals (new delinquencies, inquiry velocity, leverage increases), and external signals (sector stress, macro indicators, GST filing regularity).
Watch tier triggers soft outreach — a courtesy call or SMS from the RM or customer service team, with no aggressive collection tone. Caution tier triggers structured outreach with specific resolution options offered (prepayment plans, partial collection). Critical tier triggers immediate escalation to senior collections management with prescribed intervention scripts and potential limit actions.
Prescriptive actions are determined by the combination of triggered signals, account type, loan product, and borrower segment. HAWKEYE uses a decision matrix — for example, an income decline signal for a salaried home loan borrower triggers a different response than the same signal for an MSME working capital borrower. Action recommendations are configurable by the institution's collections strategy team.
HAWKEYE maintains an intervention outcome register for every generated alert. When an alert is actioned, the collections team records the outcome — borrower contacted, resolution achieved, no response, escalated. HAWKEYE analyzes these outcomes to report on intervention effectiveness, identify which signal combinations most reliably predict default despite intervention, and continuously improve action recommendations.
Yes. HAWKEYE integrates with collections management systems (CMS), CRM platforms, and core banking systems via REST APIs. Alerts can automatically create cases in the collections system, assign to the appropriate agent queue, and pre-populate the borrower risk context — so collection agents see the specific stress signals that triggered the alert when they make the outreach call.
Schedule a demonstration of HAWKEYE's Early Stress Signals engine and explore how it transforms your portfolio monitoring and collections intervention capabilities.