How Pega Smart Investigate Agentic Automation Redefines Modern Payment Investigations

How Pega Smart Investigate Agentic Automation Redefines Modern Payment Investigations

March 30, 2026
HIGHLIGHTS
  • The operational challenges of manual payment investigations in fragmented systems, and how Pega Smart Investigate Agentic Automation addresses them.  
  • How intelligent agents, ISO 20022 messaging, and unified case management reduce manual effort and improve payment investigation consistency across global payments.
  • How a global financial institution automated cross-border payment inquiries, transforming operational outcomes.
Introduction

Challenges in Global Payment Investigations

Payment investigations often move slowly due to fragmented systems and manual intervention, leading to frequent errors.

Each inquiry follows a different path based on payment type, channel, or geography. Investigators spend too much time coordinating across teams and searching for data, which delays resolution and degrades customer experience.

This changes when banks adopt Pega Smart Investigate Agentic Automation.

Pega Smart Investigate is a case management application for payment inquiries, exceptions, and investigations. With agentic automation, it goes further by using intelligent agents to classify incoming requests, pull the right context, and guide investigators to the next-best actions within the workflow.

A single application unifies global payments investigations. It sorts incoming workflows and enforces consistent handling across regions. Intelligent agents help investigators choose the right next steps. Bank owners also get real-time updates on case progress.

In this blog, we explain what Pega Smart Investigate is, where investigations typically break, and how ISO 20022-ready automation can improve speed, accuracy, and visibility.

If you’re exploring the limitations of manual payment investigations, this blog is for you. It explains what Pega Smart Investigate is and how automation helps.

Agentic Automation in Payment Investigation

How Pega Smart Investigate Unlocks Next-Gen Value with Agentic Automation

Automating Global Payment Investigations

When global payment investigations lack a timely, transparent system, customer trust suffers. Managing cases across multiple payment systems, regions, and message formats introduces operational complexity. Pega Smart Investigate Agentic Automation addresses this by embedding intelligent agents into the investigation workflows. It leverages intelligent agents to automate up to 90% of workflows, supported by real-time analytics.

Optimizing Operations Teams with Agentic Automation

Even skilled analysts struggle with fragmented systems and scattered data. Repetitive manual tasks slow investigation throughput. Traditional workflows often need switching between different platforms. They also involve reconciling payment messages and prioritizing urgent cases by hand. Most banks face this scenario, especially mid-sized ones.

The agent-driven investigations embed automation directly into the payment investigation workflow, reducing analyst dependency on manual interpretation and system switching. It's built on the ISO 20022 MX standard, and the platform supports structured payment data compared to legacy MT formats, enabling more consistent, data-driven investigations. Legacy SWIFT MT messages were designed decades ago when payment processing required minimal data exchange. Investigators often had to manually interpret free-text fields to understand payment context, slowing investigations and increasing the risk of inconsistencies.

Global payments are undergoing a major transformation with the adoption of ISO 20022, a standardized financial messaging framework designed to replace legacy SWIFT MT formats.

Unlike traditional payment messages that contain limited, unstructured information, ISO 20022 messages provide rich, structured, and highly detailed payment data. This includes fields for payment purposes, remittance information, debtor and creditor details, and regulatory identifiers.

Pega Smart Correspondence supports this transition by managing investigation-related messaging between financial institutions. It acts as a communication layer that formats, processes, and exchanges MX-based investigation messages throughout the case lifecycle.

By standardizing how investigation requests and responses are generated and transmitted, Smart Correspondence helps maintain consistency in communication.

Key Capabilities for Operations Teams:

• End-to-End Payment Exception Automation

By automating the creation of payment exception cases, Smart Investigate helps operations teams resolve investigations faster while reducing reliance on manual intervention.

• Native Support for SWIFT and MX Messaging

Supports SWIFT MT and MX messages natively, with Smart Correspondence acting as a transitional or complementary component.

• Case Prioritization

Cases are prioritized based on payment risk, case type, case status, and proximity to the defined next set of actions. Based on priority levels such as low, medium, high, urgent, and critical, agents can manually adjust case priority.

Delivering Transparent and Reliable Customer Experiences

Customers expect timely, transparent, and accurate outcomes for any transaction inquiry. For banks, managing these expectations across channels and payment types can be challenging. Especially in global payments investigations, where delays or inconsistent communication can impact trust.

Pega Smart Investigate uses AI-driven insights into every step of the investigation. This helps to automate routine tasks and guide investigators. Real-time updates ensure faster resolution and consistent, reliable communication.

Key Capabilities that Enhance Customer Experience:

  • Customers can track the progress of investigations across payment types.
  • Multi-channel support gives customers the same updates, no matter the platform.
  • Customers experience a transparent, reliable option even in high-volume payment scenarios.
Automating Cross-border Investigation

Automating Global Payment Investigations for a Global Investment Service Provider

A global financial institution handling cross-border transactions relied heavily on Purpose of Payment (PoP) code inquiries. These inquiries relied on manual reviews. As volumes grew, the payment investigation team struggled to maintain speed and consistency. They partnered with EvonSys to automate the process.

EvonSys implemented Pega Smart Investigate for automating the process. It examined existing workflows and common payment message patterns. This helped the bank transform the investigation process into a structured, intelligence-driven one.

Payment investigation automation results using Pega Smart Investigate

The automation helped the investigator to remove repetitive tasks, eliminating the manual errors. Complete visibility into the process helps reduce turnaround times.

EvonSys helps banks turn Pega Smart Investigate capabilities into operational reality. We apply deep domain expertise, investigation-led design, and proven implementation practices.

Mid CTA: https://www.evonsys.com/case-studies/optimizing-a-global-financial-institutions-investigation-platform

Conclusion

Unlock Faster, Smarter, and More Reliable Payment Investigations

Pega Smart Investigate Agentic Automation transforms how banks manage global payment investigations. The platform modernizes payment investigations by orchestrating agent-driven workflows on a unified case model. This architecture reduces manual intervention and improves investigation accuracy across regions and payment types.

Investigators spend less time reconciling data, while owners gain real-time visibility into operations.

Frequently Asked Questions

1. What is Pega Smart Investigate Agentic Automation, and how does it help with payment investigations?

Pega Smart Investigate Agentic Automation transforms payment investigations from fragmented, manual processes into agent-orchestrated, end-to-end workflows, enabling faster resolution. The solution leverages AI-driven decisioning, case management, and automation to streamline data gathering and, where possible, execute straight-through processing, reducing manual effort.

2. How does EvonSys help banks deploy Pega Smart Investigate?

EvonSys helps banks turn Pega Smart Investigate automation into real results. We use deep expertise, investigation-led design, and proven practices. This way, the platform aligns with banking workflows and integrates with payment systems.

EvonSys helps banks implement Pega Smart Investigate Agentic Automation to modernize global payments investigations.

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