Incedo Lighthouse for Collections Optimization

Reimagine Collections with AI-Driven Recovery Intelligence

Incedo Lighthouse for Collections Optimization helps banks turn collections into a smarter, faster, and more customer-aware operation. Instead of relying on static rules, blanket treatments, and reactive workflows, the platform uses real-time data, machine learning, and generative AI to recommend the best action for every account at every stage of delinquency. From early warning through recovery execution, banks can improve collections performance while reducing cost-to-collect and strengthening customer engagement outcomes.

Why Legacy Collections Models Fall Behind

Traditional collections programs often depend on DPD-based strategies, disconnected systems, and manual analysis cycles. This limits personalization, delays corrective action, and makes it difficult to distinguish hardship cases from willful default behavior. As portfolios grow, these inefficiencies directly impact recoveries, operating cost, and customer trust.

How the Platform Creates Value

Built on** Incedo Lighthouse**, the solution unifies account data, behavioral signals, contact history, and predictive scores into a real-time intelligence layer. AI models continuously optimize treatment paths, contact timing, right-party contact likelihood, promise-to-pay probability, hardship identification, and settlement opportunities. A GenAI-powered Strategy Workbench helps analysts understand portfolio shifts, diagnose performance drops, simulate strategy changes, and accelerate decision-making. A governed strategy layer ensures every update is versioned, auditable, and aligned to regulatory expectations.

Included AI Services & Capabilities

The platform can incorporate modern AI services and enterprise AI patterns such as predictive modeling, anomaly detection, next-best-action recommendations, conversational copilots for analysts, natural language insights, document summarization, strategy simulation, explainable AI, model monitoring, and human-in-the-loop approvals. It can also integrate with communication channels for personalized outreach across SMS, email, voice, and digital servicing journeys.

Business Outcomes

Higher recoveries, lower servicing costs, faster strategy optimization, stronger compliance controls, improved agent productivity, and a scalable collections foundation that continuously improves over time.