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	<title>AI data readiness - Mohamed Bhimji</title>
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	<description>Innovative Leader in Strategy, Operations, and Scaling Support Functions &#124; Enhancing Customer Experience to Fuel Growth and Optimize Efficiency &#124; Dedicated to People-Centered Leadership, Focused on Coaching, Mentoring, and Team Development</description>
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	<title>AI data readiness - 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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		<title>AI Readiness: Gate 2 &#8211; Data Readiness</title>
		<link>https://mohamedbhimji.com/ai-readiness-gate-2-data-readiness/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=ai-readiness-gate-2-data-readiness</link>
					<comments>https://mohamedbhimji.com/ai-readiness-gate-2-data-readiness/#respond</comments>
		
		<dc:creator><![CDATA[mohamedbhimji]]></dc:creator>
		<pubDate>Tue, 17 Mar 2026 12:00:00 +0000</pubDate>
				<category><![CDATA[AI - Artificial Intelligence]]></category>
		<category><![CDATA[AI in Support Operations]]></category>
		<category><![CDATA[Business Operations]]></category>
		<category><![CDATA[Operational Excellence]]></category>
		<category><![CDATA[Operational Leadership]]></category>
		<category><![CDATA[AI automation foundation]]></category>
		<category><![CDATA[AI data readiness]]></category>
		<category><![CDATA[customer support analytics]]></category>
		<category><![CDATA[support data quality]]></category>
		<category><![CDATA[ticket taxonomy optimization]]></category>
		<guid isPermaLink="false">https://mohamedbhimji.com/?p=378</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"> 3</span> <span class="rt-label rt-postfix">minutes</span></span>The Second Gate of AI Readiness in Customer Operations In Gate 1, we defined the constraint. We forced clarity around the measurable business outcome AI is meant to improve. But even when the objective is clear, a second challenge emerges:&#8230;  </p>
<p class="more-link"><a href="https://mohamedbhimji.com/ai-readiness-gate-2-data-readiness/">Continue reading <span class="meta-nav">&#8594;</span></a></p>
<p>The post <a href="https://mohamedbhimji.com/ai-readiness-gate-2-data-readiness/">AI Readiness: Gate 2 – Data Readiness</a> first appeared on <a href="https://mohamedbhimji.com">Mohamed Bhimji</a>.</p>
<p>The post <a href="https://mohamedbhimji.com/ai-readiness-gate-2-data-readiness/">AI Readiness: Gate 2 &#8211; Data Readiness</a> appeared first on <a href="https://mohamedbhimji.com">Mohamed Bhimji</a>.</p>
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