ACH dispute AI agents overview
Agentic AI streamlines ACH dispute resolution by automating merchant analysis, Nacha eligibility checks, ACH dispute return recommendations, and communications with customers or ODFI (Originating Depository Financial Institution). This solution enhances efficiency, accuracy, and conformance, enabling financial institutions to resolve ACH disputes faster, reduce errors, and improve customer satisfaction.
The key features of agentic AI in ACH dispute resolution are:
- Investigate merchant credibility: Agentic AI can evaluate merchants by checking their web credibility and past dispute history in the context of the disputed transaction reason, providing a comprehensive view of their reliability.
- Determine eligibility: AI agents can determine eligibility according to Nacha operating guidelines for relevant ACH return codes, ensuring conformance and reducing errors.
- Recommend action: By analyzing the outcomes of AI agents and similar past disputes, agentic AI can recommend the best course of action for resolving disputes.
- Automated communication: Agentic AI can communicate with customers or merchants' banks depending on the action taken, streamlining the dispute resolution process.
The key agents for ACH dispute resolution are.
- Merchant analysis for disputes AI agent: Assesses merchant credibility in the context of the disputed transaction's reason, using web intelligence and internal dispute history, eliminating manual research.
- Nacha operating guidelines check AI agent: Verifies chargeback eligibility of transactions against Nacha operating guidelines without relying on complex system rules.
- ACH dispute return recommendation AI agent: Combines merchant risk analysis and Nacha eligibility checks to provide clear, consistent recommendations, whether to file a return, deny the claim, or request more documentations. Thus helping dispute agents to make faster, more accurate, and conforming decisions.
- Dispute communication AI agent: Automates and streamlines communication with customers and ODFIs throughout the ACH dispute life cycle. The agent generates and sends timely, conforming, and personalized notifications for all dispute outcomes: returns, denials, or documentation requests, thus ensuring clarity, conformance, and faster resolution.
ACH disputes workflow with AI agents
The following diagram illustrates the workflow in ACH disputes with the AI agents.
For information about the workflow in ACH disputes, see Processing an ACH dispute.