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From portal-hopping to instant answers: HEMA’s journey with MCP and Amazon Bedrock

AWS Machine Learning Blog · Sep 23, 2026 · Engineering Insights

Dutch retailer HEMA built HAL, an internal AI assistant, using MCP and Amazon Bedrock AgentCore to unify fragmented knowledge.

“What began as a developer tool is already a cross-role assistant.”

HEMA built an internal AI assistant (HAL) on Amazon Bedrock AgentCore, using Model Context Protocol to surface fragmented internal knowledge inside tools engineers already use like Claude and Kiro. It's a practical enterprise case study of MCP adoption and Bedrock AgentCore in production, but represents a single-company implementation rather than a broad industry signal.

MCP Amazon Bedrock enterprise AI internal tooling AgentCore

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