Riverline provides an AI‑powered debt collection platform for banks, automating outreach to personal loan defaulters via WhatsApp, email, and voice calls. Users upload an Excel list of borrowers, and multilingual AI agents engage customers with tailored timing, tone, and language, continuously optimizing recovery strategies and reporting performance daily.
Funding
Funding not disclosed
Founders
Product
Problem
Banks face low recovery rates on personal loan defaults due to inefficient, manual outreach that relies on generic scripts and limited communication channels, leading to poor borrower experience and high operational costs.
Solution
Riverline offers an AI‑driven debt collection platform that automates multichannel outreach—WhatsApp, email, and voice calls—using multilingual, persona‑based agents. Clients upload a spreadsheet of defaulters, and the system selects the optimal time, tone, language, and channel for each borrower. The agents maintain a shared, structured memory across channels, preserving verification status, payment promises, and negotiation state, so every interaction builds on prior conversations. Continuous performance monitoring and daily strategy iteration enable banks to improve recovery rates while keeping risk teams informed. The solution balances AI flexibility with deterministic safety rules to ensure compliant and reliable collection actions.
Target Audience
Primary customers are banks and financial institutions that manage portfolios of non‑performing personal loans and need automated, compliant collection solutions.
Features
- Multilingual voice and text agents fine‑tuned for specific borrower cohorts, supporting all major Indian languages
- Shared, channel‑neutral borrower memory with structured fields (identity, commitment, journey state) and narrative summaries for seamless handoff between WhatsApp and voice agents
- Adaptive outreach that selects optimal channel, timing, tone, and language per borrower based on AI‑driven optimization
- Real‑time monitoring dashboard showing recovery metrics, campaign performance, and compliance alerts for risk teams
- Deterministic safety layer that enforces hard rules (e.g., verified identity before payment requests) alongside LLM‑based decision making
- Easy integration via a single Excel upload; no additional infrastructure required for banks