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Author

Ariel Jirau

1 public articles
Artificial intelligence

How Natera designed an agentic AI system for lab ops with Amazon Bedrock AgentCore

AAriel Jirau·Nov 13, 2026, 05:47 AM·11 min read

The gist: Natera built SWARM, an agentic AI system on Amazon Bedrock AgentCore that captures institutional lab-operations knowledge and deploys it at scale. This post walks through the full architecture, from knowledge base construction to deployment and evaluation, delivering about 130x faster first response and 96.2% automated

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