Roya
Chobineh
Founder at DebtDone AI
"Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry"
"Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry"
Fri May 15 - 1:10 PM EDT/New York (See in local time)
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05/15/2026 1:10 PM
05/15/2026 01:20 PM
America/New_York
#WTGC2026
"Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry"
#WTGC2026
"Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry"
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"Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry"
"Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry"
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Session: Ethical AI in Debt Collection: Automating Compliance and Empathy in an Age-Old Industry
Behind the scenes, managers have a dashboard with real‑time KPIs, creditor management, call audits and performance analytics. Workflows are fully customizable, agencies can configure messaging standards, negotiation pathways and approval layers to match their own policies and regulatory requirementsAdditional modules include AI agent management, call-audit tools, collections tracking, reporting, document storage, calendars, messaging history, and user‑management permissions. Built with compliance at its core, end‑to‑end encryption, audit trails and granular, role‑based access, DebtDone AI helps agencies reduce headcount and operational costs, increase recoveries and expand capacity.
In this session, I’ll discuss how we designed AI agents that are empathetic, compliant and effective. I’ll share lessons on orchestrating conversation workflows, preventing regulatory violations via auto‑flagging and guardrails, and why consumer-behaviour research suggests that 30–40 % of debtors respond more positively to AI agents than to traditional collection calls. The talk will also cover challenges in scaling AI for regulated industries, including data security, fairness and oversight.
Key Takeaways
- How AI agents can automate debt collection workflows while maintaining compliance and operational oversight.
- How unified AI-driven operations can reduce costs, increase recovery rates, and improve team efficiency.
- Lessons learned from building and scaling an AI startup focused on enterprise operational automation.
- How ethical AI design, transparency, and configurable guardrails improve both business outcomes and customer experience.
Bio
Roya Chobineh is the founder and CEO of DebtDone AI, an AI-powered debt collection automation platform. After spending years in machine learning and fintech, she recognized that collections, an industry critical to global credit markets, was ripe for innovation. Her work focuses on building compliant AI agents that deliver empathy, consistency and transparency at scale. She leads a team of collection experts, engineers and data scientists, and advocates for ethical AI practices in regulated industries.