LuminaAI provides a human‑in‑the‑loop AI platform for debt collection agencies, banks, and fintech lenders. It uses predictive scoring to rank delinquent accounts, automates personalized multi‑channel outreach, and routes complex cases to human agents while performing real‑time compliance checks. Integrated dashboards and API connections give teams actionable insights to boost recovery rates and lower operational costs.
Funding
Funding not disclosed
Founders
Product
Problem
Debt collection processes often rely on manual outreach and rule-based systems, leading to low recovery rates, high operational costs, and compliance risks. Agencies struggle to prioritize accounts effectively and to engage debtors at scale while maintaining regulatory adherence.
Solution
LuminaAI offers a human-in-the-loop AI platform that augments collection teams with predictive analytics and automated communication tools. The system scores accounts for repayment likelihood, generates personalized outreach messages, and routes interactions to human agents when nuanced judgment is required. Real-time compliance checks ensure all communications meet regulatory standards. Integrated dashboards provide agents with actionable insights and allow supervisors to monitor performance and intervene as needed. By combining AI efficiency with human expertise, the platform aims to increase recovery rates while reducing call volume and operational expenses.
Target Audience
Primary customers are debt collection agencies, banks, and fintech lenders that manage large portfolios of delinquent accounts and seek to improve recovery efficiency.
Features
- Predictive scoring engine that ranks accounts by repayment probability using machine‑learning models
- Automated, multi‑channel outreach (email, SMS, voice) with dynamic, personalized content generation
- Human‑in‑the‑loop workflow that escalates complex cases to agents for review and response
- Built‑in compliance engine that validates messages against debt‑collection regulations in real time
- Unified agent dashboard displaying account insights, interaction history, and recommended actions
- API integrations with CRM, dialer, and payment processing systems for seamless workflow automation