AI-Powered Personalized Call Scripts & Communication

The client is a Middle East Fintech Company doing collections for banks. Debt collections are traditionally manual, time-consuming and inefficient especially when managing thousands of overdue accounts across banking and telecom sectors. The solution was required for Sales Teams, Customer Support & Collections & Recovery Teams. The problems were a) Scripts used by agents are often inconsistent and not personalized b) Agents struggle with maintaining communication quality and tone c) Continuous customer calls and emails are required for follow-ups, especially for collections d) Manual scripting leads to longer response time and reduced efficiency

To address this, we implanted an AI-powered collections platform that automates the end-to- end process from data ingestion to customer outreach significantly improving both recovery rates and operational efficiency. We used LLMs fine-tuned on, G-Square generates personalized call scripts, follow-ups, emails & messages based on customer profile, risk score, and past interactions.

AI automatically generates personalized call scripts using conversation history, customer profile, and behavioral insights
LLM-powered prompts guide agents during customer calls and email interactions
Automated follow-ups reduce time spent drafting messages
Improves collections efficiency, customer engagement, and response consistency