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	<title>Customer support data quality - Mohamed Bhimji</title>
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	<title>Customer support data quality - Mohamed Bhimji</title>
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		<title>The Data Hygiene Playbook: 5 Audits Before Your First AI Pilot</title>
		<link>https://mohamedbhimji.com/the-data-hygiene-playbook-5-audits-before-your-first-ai-pilot/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=the-data-hygiene-playbook-5-audits-before-your-first-ai-pilot</link>
					<comments>https://mohamedbhimji.com/the-data-hygiene-playbook-5-audits-before-your-first-ai-pilot/#respond</comments>
		
		<dc:creator><![CDATA[mohamedbhimji]]></dc:creator>
		<pubDate>Fri, 22 May 2026 05:00:58 +0000</pubDate>
				<category><![CDATA[AI in Support Operations]]></category>
		<category><![CDATA[Business Operations]]></category>
		<category><![CDATA[AI data readiness]]></category>
		<category><![CDATA[Customer support data quality]]></category>
		<category><![CDATA[Data hygiene for AI]]></category>
		<category><![CDATA[Escalation workflow audit]]></category>
		<category><![CDATA[Knowledge base integrity]]></category>
		<category><![CDATA[Ticket taxonomy audit]]></category>
		<guid isPermaLink="false">https://mohamedbhimji.com/?p=536</guid>

					<description><![CDATA[<p><span class="span-reading-time rt-reading-time" style="display: block;"><span class="rt-label rt-prefix">Reading Time: </span> <span class="rt-time"> 7</span> <span class="rt-label rt-postfix">minutes</span></span>The Brutal Truth About AI and Data AI does not fix fragmented data. It does not reconcile inconsistent workflows. It does not correct vague documentation. What AI actually does is amplify whatever foundation already exists. If your operational data is&#8230;  </p>
<p class="more-link"><a href="https://mohamedbhimji.com/the-data-hygiene-playbook-5-audits-before-your-first-ai-pilot/">Continue reading <span class="meta-nav">&#8594;</span></a></p>
<p>The post <a href="https://mohamedbhimji.com/the-data-hygiene-playbook-5-audits-before-your-first-ai-pilot/">The Data Hygiene Playbook: 5 Audits Before Your First AI Pilot</a> first appeared on <a href="https://mohamedbhimji.com">Mohamed Bhimji</a>.</p>
<p>The post <a href="https://mohamedbhimji.com/the-data-hygiene-playbook-5-audits-before-your-first-ai-pilot/">The Data Hygiene Playbook: 5 Audits Before Your First AI Pilot</a> appeared first on <a href="https://mohamedbhimji.com">Mohamed Bhimji</a>.</p>
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