Collections is shifting from reactive outreach to proactive engagement. The question isn't whether AI can help - it's how to design systems where predictive models and human agents work together to segment borrowers by risk and responsiveness, personalize outreach in real time, and adapt recovery strategies without losing compliance or damaging customer relationships.
This session brings together three practitioners who've built AI-driven collections systems at scale and are now helping institutions move from rule-based workflows to intelligent, adaptive recovery strategies.