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DTSTART;TZID=America/New_York:20251013T190000
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DESCRIPTION:Data virtualization is rapidly emerging as a game-changer in en
 terprise data strategy. By combining AI and ML with virtualization\, organ
 izations can eliminate duplication\, streamline access across silos\, and 
 deliver faster\, more intelligent insights. This session explores how AI-d
 riven query optimization\, semantic layers\, and adaptive governance are r
 edefining intelligent data access—empowering enterprises to innovate\, s
 cale\, and compete in the digital era.\n\nSpeaker(s): Naveen\, \n\nAgenda:
  \nIntroduction &amp; Goals – Why enterprises need virtualization beyond tra
 ditional data lakes\n\n-\n-\nStrategic Framework – Embedding AI/ML into 
 virtualization for scale and agility\n\n-\nSemantic Layers &amp; Modeling – 
 Standardizing meaning across silos for consistency\n\n-\nAI-Driven Optimiz
 ation – Accelerating queries and insights with intelligent engines\n\n-\
 nAdaptive Governance – Enforcing compliance and trust in real time\n\n-\
 nUse Cases – Finance\, healthcare\, retail\, and regulated industries\n\
 n-\nFuture Outlook – Data fabric\, autonomous governance\, and AI agents
 \n\n-\nQ&amp;A &amp; Takeaways – Lessons\, strategies\, and action points\n\nVir
 tual: https://events.vtools.ieee.org/m/502155
LOCATION:Virtual: https://events.vtools.ieee.org/m/502155
ORGANIZER:anushanerella@ieee.org
SEQUENCE:20
SUMMARY: Data Virtualization with AI/ML: The Future of Intelligent Data Acc
 ess
URL;VALUE=URI:https://events.vtools.ieee.org/m/502155
X-ALT-DESC:Description: &lt;br /&gt;&lt;p&gt;Data virtualization is rapidly emerging as
  a game-changer in enterprise data strategy. By combining AI and ML with v
 irtualization\, organizations can eliminate duplication\, streamline acces
 s across silos\, and deliver faster\, more intelligent insights. This sess
 ion explores how AI-driven query optimization\, semantic layers\, and adap
 tive governance are redefining intelligent data access&amp;mdash\;empowering e
 nterprises to innovate\, scale\, and compete in the digital era.&lt;/p&gt;&lt;br /&gt;
 &lt;br /&gt;Agenda: &lt;br /&gt;&lt;p data-start=&quot;253&quot; data-end=&quot;347&quot;&gt;&lt;strong data-start=
 &quot;253&quot; data-end=&quot;277&quot;&gt;Introduction &amp;amp\; Goals&lt;/strong&gt; &amp;ndash\; Why enter
 prises need virtualization beyond traditional data lakes&lt;/p&gt;\n&lt;ul&gt;\n&lt;li st
 yle=&quot;list-style-type: none\;&quot;&gt;\n&lt;ul&gt;\n&lt;li data-start=&quot;348&quot; data-end=&quot;435&quot;&gt;
 \n&lt;p data-start=&quot;350&quot; data-end=&quot;435&quot;&gt;&lt;strong data-start=&quot;350&quot; data-end=&quot;37
 3&quot;&gt;Strategic Framework&lt;/strong&gt; &amp;ndash\; Embedding AI/ML into virtualizati
 on for scale and agility&lt;/p&gt;\n&lt;/li&gt;\n&lt;li data-start=&quot;436&quot; data-end=&quot;523&quot;&gt;\
 n&lt;p data-start=&quot;438&quot; data-end=&quot;523&quot;&gt;&lt;strong data-start=&quot;438&quot; data-end=&quot;468
 &quot;&gt;Semantic Layers &amp;amp\; Modeling&lt;/strong&gt; &amp;ndash\; Standardizing meaning 
 across silos for consistency&lt;/p&gt;\n&lt;/li&gt;\n&lt;li data-start=&quot;524&quot; data-end=&quot;61
 5&quot;&gt;\n&lt;p data-start=&quot;526&quot; data-end=&quot;615&quot;&gt;&lt;strong data-start=&quot;526&quot; data-end=
 &quot;552&quot;&gt;AI-Driven Optimization&lt;/strong&gt; &amp;ndash\; Accelerating queries and in
 sights with intelligent engines&lt;/p&gt;\n&lt;/li&gt;\n&lt;li data-start=&quot;616&quot; data-end=
 &quot;689&quot;&gt;\n&lt;p data-start=&quot;618&quot; data-end=&quot;689&quot;&gt;&lt;strong data-start=&quot;618&quot; data-e
 nd=&quot;641&quot;&gt;Adaptive Governance&lt;/strong&gt; &amp;ndash\; Enforcing compliance and tr
 ust in real time&lt;/p&gt;\n&lt;/li&gt;\n&lt;li data-start=&quot;690&quot; data-end=&quot;763&quot;&gt;\n&lt;p data
 -start=&quot;692&quot; data-end=&quot;763&quot;&gt;&lt;strong data-start=&quot;692&quot; data-end=&quot;705&quot;&gt;Use Ca
 ses&lt;/strong&gt; &amp;ndash\; Finance\, healthcare\, retail\, and regulated indust
 ries&lt;/p&gt;\n&lt;/li&gt;\n&lt;li data-start=&quot;764&quot; data-end=&quot;838&quot;&gt;\n&lt;p data-start=&quot;766&quot;
  data-end=&quot;838&quot;&gt;&lt;strong data-start=&quot;766&quot; data-end=&quot;784&quot;&gt;Future Outlook&lt;/st
 rong&gt; &amp;ndash\; Data fabric\, autonomous governance\, and AI agents&lt;/p&gt;\n&lt;/
 li&gt;\n&lt;li data-start=&quot;839&quot; data-end=&quot;903&quot;&gt;\n&lt;p data-start=&quot;841&quot; data-end=&quot;9
 03&quot;&gt;&lt;strong data-start=&quot;841&quot; data-end=&quot;860&quot;&gt;Q&amp;amp\;A &amp;amp\; Takeaways&lt;/str
 ong&gt; &amp;ndash\; Lessons\, strategies\, and action points&lt;/p&gt;\n&lt;/li&gt;\n&lt;/ul&gt;\n
 &lt;/li&gt;\n&lt;/ul&gt;
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