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	<title>James Wu &#8211; Noise</title>
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		<title>From silos to insights: Federated data access patterns for AI agents</title>
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		<dc:creator><![CDATA[James Wu]]></dc:creator>
		<pubDate>Fri, 04 Sep 2026 21:35:21 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Bedrock]]></category>
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					<description><![CDATA[AI agents can reach enterprise data where it lives instead of routing every question through data engineers. This post presents three reference patterns for federated data access using Model Context Protocol (MCP) servers and Amazon Bedrock AgentCore: catalog-first, direct source, and hybrid access.]]></description>
		
		
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