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Building AI agents for business support using Amazon Bedrock AgentCore

AWS Machine Learning Blog · May 27, 2026 · Product Launches

AWS and WHI built HR AI agents on Bedrock AgentCore cutting costs by 97%

AWS GenAIIC partnered with Japanese HR software firm Works Human Intelligence to build two AI agents using Amazon Bedrock AgentCore for automating HR tasks like commuting allowance approvals, achieving up to 97% cost reduction. The project migrated from a LangGraph/ECS architecture to AgentCore's managed runtime with multi-tenant support via Cognito and DynamoDB. While technically substantive, this is a vendor case study for a specific enterprise deployment rather than a broad industry signal.

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