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	<title>Omar Ahmed &#8211; Noise</title>
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		<title>Implementing data governance on AWS: Automation, tagging, and lifecycle strategy – Part 2</title>
		<link>https://noise.getoto.net/2026/01/16/implementing-data-governance-on-aws-automation-tagging-and-lifecycle-strategy-part-2/</link>
		
		<dc:creator><![CDATA[Omar Ahmed]]></dc:creator>
		<pubDate>Fri, 16 Jan 2026 20:26:45 +0000</pubDate>
				<category><![CDATA[Governance]]></category>
		<category><![CDATA[Security & Governance]]></category>
		<category><![CDATA[Security Blog]]></category>
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					<description><![CDATA[In Part 1, we explored the foundational strategy, including data classification frameworks and tagging approaches. In this post, we examine the technical implementation approach and key architectural patterns for building a governance framework. We explore governance controls across four implementation areas, building from foundational monitoring to advanced automation. Each area builds on the previous one, […]]]></description>
		
		
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		<title>Implementing data governance on AWS: Automation, tagging, and lifecycle strategy – Part 1</title>
		<link>https://noise.getoto.net/2026/01/16/implementing-data-governance-on-aws-automation-tagging-and-lifecycle-strategy-part-1/</link>
		
		<dc:creator><![CDATA[Omar Ahmed]]></dc:creator>
		<pubDate>Fri, 16 Jan 2026 20:26:34 +0000</pubDate>
				<category><![CDATA[Governance]]></category>
		<category><![CDATA[Security & Governance]]></category>
		<category><![CDATA[Security Blog]]></category>
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					<description><![CDATA[Generative AI and machine learning workloads create massive amounts of data. Organizations need data governance to manage this growth and stay compliant. While data governance isn’t a new concept, recent studies highlight a concerning gap: a Gartner study of 300 IT executives revealed that only 60% of organizations have implemented a data governance strategy, with […]]]></description>
		
		
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