Fintech Takes Fintech Takes x C&R presents Collections Conversations Episode 1: Collections in the Age of AI
Jan 22, 2026
Naeem Abraham, Senior Director of Product Strategy at C&R Software, dives into how generative AI is revolutionizing debt collections. He discusses the shift from adversarial tactics to a focus on customer-centric financial well-being. Naeem explores the 'triangular dance floor' of balancing risk, cost, and customer experience. He emphasizes treating AI as intelligence and shares insights on creating safe, value-adding systems. The conversation ultimately asks how AI can enhance human interactions and add measurable value to customer relationships.
AI Snips
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Transcript
Episode notes
Generative AI Complements Predictive Models
- Generative AI complements predictive analytics by handling content and conversational interaction.
- That combo lets collections move from who to contact toward how to engage them empathetically.
From Trade-Offs To Triangular Opportunity
- AI shifts the triangular trade-off of risk, cost, and customer experience by lowering cost barriers.
- That enables reimagining collections toward financial well-being rather than adversarial recovery.
Market Forces Humanized Collections
- Customer power, competition, and regulation drove the industry shift toward customer-centric collections.
- That business logic made humane treatment economically sensible, not just morally right.