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Meet Payment Remittance worker agent

Meet the Payment Remittance Agent

The Payment Remittance Agent is our showcase Worker Agent that demonstrates how Document Intelligence transforms complex document-centric work from manual effort into autonomous processes. Through this agent, you'll experience firsthand how enterprises can automate sophisticated validation and reconciliation workflows while maintaining precise control over their processes.

Payment Remittance Agent Architecture
Payment Remittance Agent Architecture

The Payment Remittance Agent implements a unified single-agent architecture that handles both validation and processing phases within a single Worker Agent, providing:

  • Complete validation and reconciliation lifecycle management
  • Comprehensive state tracking across phases
  • Clear transition points between validation and processing
  • Intelligent escalation capabilities when needed

While this guided experience uses a single-agent architecture for simplicity, Document Intelligence supports more advanced patterns like dual-agent architectures for production deployments. You'll learn about these architectural options in the "Build Worker Agents" section.

Agent Overview

The Payment Remittance Agent implements autonomous document processing through two key phases:

Core Capabilities

Intelligent Work Management

  • Autonomously processes standard cases end-to-end
  • Provides real-time status updates and progress tracking
  • Generates comprehensive processing reports at each stage

Multi-Level Analysis

  • Performs validation at document, payment, and line-item levels
  • Handles complex reconciliation logic with precision
  • Detects and categorizes discrepancies for efficient resolution

Human Collaboration

  • Knows exactly when to engage human expertise
  • Provides rich context for effective decision-making
  • Maintains processing state during collaboration
  • Captures resolution decisions for continuous improvement

The Payment Remittance Agent demonstrates a key principle of Document Intelligence - Worker Agents should handle routine tasks autonomously while intelligently engaging human expertise only when truly needed.

What You'll Experience

Through the upcoming guided tour, you'll:

  1. Deploy the Agent: Use Studio's Try Now feature to quickly set up the agent
  2. Configure Settings: Connect the agent to an LLM and explore its runbook
  3. Create Work Items: Generate test items from pre-processed documents
  4. Watch Autonomous Processing: See how the agent handles different scenarios:
    • Clean validation and reconciliation
    • Discrepancy detection and analysis
    • Intelligent human collaboration
  5. Review Outcomes: Analyze detailed processing reports and agent decisions

The guided tour focuses on experiencing the agent's autonomous processing capabilities. You'll learn how to build similar agents from scratch, including custom actions and validation rules, in the "Build Worker Agents" section.

Ready to begin? Continue to Deploy Your First Agent to get hands-on with the Payment Remittance Agent.