Automate legacy web applications with Amazon Bedrock AgentCore Browser Tool
Machine Learning Blog
This article describes how to automate legacy web applications using Amazon Bedrock AgentCore Browser Tool combined with Strands Agents, enabling AI-powered digital workers to handle complex workflows that traditional RPA cannot reliably manage.
- AgentCore Browser Tool provides managed, cloud-based browser sessions with Playwright integration for interacting with legacy web interfaces
- Vision-capable foundation models analyze screenshots and determine next browser actions through a ReAct reasoning loop
- Human-in-the-loop integration pauses automation for operator confirmation on critical actions before proceeding
- Session isolation, IAM controls, and immutable audit trails support regulatory compliance requirements in financial services and healthcare
- Semantic locators using fuzzy matching replace brittle CSS selectors, making automation resilient to UI variations
- Complete reference implementation with Terraform deployment available on GitHub for insurance policy administration workflows
The solution addresses enterprise automation challenges by combining visual reasoning, intelligent orchestration, and compliance-ready audit trails to modernize critical workflows while maintaining human oversight.
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