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    Collections & Dunning Agent

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    Deloitte’s Collections & Dunning Agent is an AI-powered solution that automates and enhances the collections process. The agent continuously monitors accounts receivable, dynamically segments customers, personalizes dunning communications, and orchestrates multi-channel outreach. With predictive analytics, automated dispute management, and real-time performance dashboards, organizations can accelerate cash flow, reduce bad debt, and enhance customer experience while minimizing manual effort.

    Overview

    The Collections & Dunning Agent transforms traditional collections by leveraging AI to automate and enhance the process. The agent continuously analyzes AR aging, prioritizes collection efforts by value and risk, and dynamically segments customers to tailor collection strategies. Personalized dunning letters are generated and sent at optimal times, while multi-channel outreach is orchestrated for maximum effectiveness and tracked for response rates.

    Advanced AI capabilities enable automated tracking of payment promises, proactive follow-up on broken commitments, and intelligent dispute management by routing issues to the right teams. The agent suggests effective payment plans for customers in financial distress, optimizes call prioritization using predictive models, and automates skip tracing for unresponsive accounts. Legal escalation and write-off recommendations are data-driven, helping ensure timely and cost-effective decisions.

    With real-time performance analytics and predictive insights, the Collections & Dunning Agent empowers organizations to accelerate collections, reduce days sales outstanding (DSO), and improve collector productivity. Stakeholders can benefit from enhanced cash flow, reduced bad debt, and improved customer relationships, all while minimizing manual intervention and operational risk. This professional service utilizes Amazon Bedrock, Bedrock Agents, Strands Agents, Lambda and OpenSearch.

    Highlights

    • Continuously monitors AR aging and prioritizes collections by value and risk.
    • Personalizes dunning communications and orchestrates multi-channel outreach.
    • Delivers predictive analytics, automated dispute management, and real-time dashboards.

    Details

    Delivery method

    Deployed on AWS

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    Please reach out to aiadvantage@deloitte.com  for additional information and support.