{"type":"post","id":"how-natera-designed-an-agentic-ai-system-for-378cd2","slug":"how-natera-designed-an-agentic-ai-system-for-378cd2","title":"How Natera designed an agentic AI system for lab ops with Amazon Bedrock AgentCore","description":"Natera built SWARM, an agentic AI system for laboratory operations on Amazon Bedrock AgentCore.","retrieval_nugget":"Natera built SWARM, an agentic AI system for laboratory operations on Amazon Bedrock AgentCore. AWS says it produces about 130 times faster first responses and 96.2% automated coverage across support tickets, making the case a useful example of measuring an operational agent against workflow outcomes rather than a model demo.","published_at":"2026-11-13","updated_at":"2026-11-13","record_date":"2026-11-13","date_kind":"published_at","topics":["agents","enterprise-agents"],"entities":["Natera","SWARM","Amazon Bedrock AgentCore"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Natera’s SWARM adds a lab-operations use case for Bedrock AgentCore, reporting about 130x faster first response and 96.2% automated support-ticket coverage.","prior_refs":["https://newruntime.com/posts/how-greenlight-financial-built-an-autonomous-soc-solution-83215d/"],"source_url":"https://aws.amazon.com/blogs/machine-learning/how-natera-designed-an-agentic-ai-system-for-lab-ops-with-amazon-bedrock-agentcore","source_urls":["https://aws.amazon.com/blogs/machine-learning/how-natera-designed-an-agentic-ai-system-for-lab-ops-with-amazon-bedrock-agentcore"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:how-natera-designed-an-agentic-ai-system-for-378cd2","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/how-natera-designed-an-agentic-ai-system-for-378cd2/","markdown":"https://newruntime.com/posts/how-natera-designed-an-agentic-ai-system-for-378cd2.md","json":"https://newruntime.com/posts/how-natera-designed-an-agentic-ai-system-for-378cd2.json"},"markdown_url":"https://newruntime.com/posts/how-natera-designed-an-agentic-ai-system-for-378cd2.md","next_reads":[{"type":"topic","path":"/topics/agents/","url":"https://newruntime.com/topics/agents/","title":"Agents","reason":"Explore the agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agents.md","json_url":"https://newruntime.com/topics/agents.json"},{"type":"topic","path":"/topics/enterprise-agents/","url":"https://newruntime.com/topics/enterprise-agents/","title":"Enterprise Agents","reason":"Explore the enterprise-agents topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/enterprise-agents.md","json_url":"https://newruntime.com/topics/enterprise-agents.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}