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How Intuit built an agentic disaster recovery assistant with Amazon Bedrock

Machine Learning Blog



This article describes how Intuit built EWOK Agent, an AI-powered disaster recovery assistant using Amazon Bedrock that automates failover orchestration for large-scale distributed systems.

  • EWOK Agent encodes failover knowledge as typed skills that compile into tool specifications for foundation models
  • Amazon Bedrock Converse API with guardrails enables safe model selection and reasoning without hardcoding decision trees
  • Bounded agentic loop keeps models deciding what to do while deterministic executors handle how actions are performed
  • Security controls include credential blinding, prompt injection defense, and least-privilege IAM scoping
  • Engineers stay in supervisory role approving critical actions while agent automates orchestration across compute, databases, caches, and traffic
  • Reduces failover coordination from hours to 20 minutes for supported workloads across millions of users

The pattern separates model reasoning from deterministic execution, enabling production-grade agents that take real actions while maintaining auditability and human oversight.



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