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		<title>AI Architecture in Healthcare: Vector Database vs SQL, REST vs gRPC, and System Design Choices That Scale</title>
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					<comments>https://santeware.com/ai-architecture-in-healthcare-vector-database-vs-sql-rest-vs-grpc-and-system-design-choices-that-scale/#respond</comments>
		
		<dc:creator><![CDATA[superadmin]]></dc:creator>
		<pubDate>Thu, 05 Mar 2026 06:55:56 +0000</pubDate>
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		<category><![CDATA[Vector Database]]></category>
		<guid isPermaLink="false">https://santeware.com/?p=21466</guid>

					<description><![CDATA[Introduction Most healthcare systems were not designed for AI. They were built for structured data, predictable workflows, and stable interfaces. For years, architectural decisions—databases, APIs, and system design—remained unchanged once implemented. That assumption is now invalid. At Santeware Healthcare Solutions, we are seeing a clear shift: AI architecture in healthcare systems is evolving faster than [&#8230;]]]></description>
		
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		<title>Building a Scalable Quality Assurance Unit for Complex Healthcare IT Project Delivery — Without Buying New Tools</title>
		<link>https://santeware.com/building-a-scalable-quality-assurance-unit-for-complex-healthcare-it-project-delivery-without-buying-new-tools/</link>
					<comments>https://santeware.com/building-a-scalable-quality-assurance-unit-for-complex-healthcare-it-project-delivery-without-buying-new-tools/#respond</comments>
		
		<dc:creator><![CDATA[superadmin]]></dc:creator>
		<pubDate>Mon, 05 Jan 2026 02:43:17 +0000</pubDate>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[Analytics Engineering]]></category>
		<category><![CDATA[Clinical Systems]]></category>
		<category><![CDATA[Compliance Driven Development]]></category>
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		<category><![CDATA[Quality Engineering]]></category>
		<category><![CDATA[Regression Testing]]></category>
		<category><![CDATA[Scalable Systems]]></category>
		<category><![CDATA[Software Testing]]></category>
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		<guid isPermaLink="false">https://santeware.com/?p=17198</guid>

					<description><![CDATA[Introduction Most software teams start with good intentions around quality in software life cycle. Developers write unit tests. Bugs are tracked somewhere. Releases go out on time—until scale exposes the cracks. At Santeware Healthcare Solutions, we reached that inflection point while managing QA across nearly ten active healthcare projects at a time. Quality issues were [&#8230;]]]></description>
		
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