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AI agent-driven browser automation for enterprise workflow management

Machine Learning Blog



This article demonstrates how AI agents automate complex e-commerce order processing across multiple retailer websites using Amazon Bedrock AgentCore Browser and Amazon Nova Act.

  • AI agents intelligently navigate diverse retailer websites lacking native API integration
  • Amazon Nova Act uses visual understanding to adapt to different checkout layouts automatically
  • Strands + Playwright approach analyzes DOM structure for intelligent form field detection
  • Human-in-the-loop handles CAPTCHAs and complex challenges with live browser viewing
  • System captures session recordings, screenshots, and detailed execution logs for compliance
  • Batch processing supports parallel execution with configurable workers and priority queuing
  • Moves enterprises beyond traditional 30-50-20 automation split toward higher automation rates

AI-driven browser automation enables enterprises to automate previously complex workflows, reducing manual data entry, improving compliance, and freeing knowledge workers for higher-value tasks.



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