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    <title>topic DAIS 2026 Speaker Spotlight Series #13 | Khushboo Beniwal in DAIS 2026</title>
    <link>https://community.databricks.com/t5/dais-2026/dais-2026-speaker-spotlight-series-13-khushboo-beniwal/m-p/158191#M62</link>
    <description>&lt;DIV style="font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'DM Sans', Roboto, sans-serif; color: #0a2540; line-height: 1.75; max-width: 880px; margin: 0 auto;"&gt;&lt;!-- ============ HERO ============ --&gt;
&lt;DIV style="background: #F8F5F0; border-radius: 20px; padding: 56px 48px; margin-bottom: 28px; border: 1px solid #EAE2D2; position: relative; overflow: hidden;"&gt;&lt;!-- speaker photo in top-right corner — local preview path. Before posting in Khoros, upload the photo (assets/khushboo-beniwal.jpg) and replace src with the Khoros image URL (e.g. https://community.databricks.com/t5/image/serverpage/image-id/...) --&gt; &lt;span class="lia-inline-image-display-wrapper lia-image-align-right" image-alt="khushboo-beniwal.jpg" style="width: 120px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/27301iD70A97E82A5918BC/image-dimensions/120x120?v=v2" width="120" height="120" role="button" title="khushboo-beniwal.jpg" alt="khushboo-beniwal.jpg" /&gt;&lt;/span&gt; &lt;!-- thin gold rule + eyebrow --&gt;
&lt;DIV style="height: 2px; width: 48px; background: #D4A437; margin-bottom: 22px;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 4px; color: #0a2540; font-weight: bold; margin-bottom: 16px;"&gt;DAIS 2026 · Speaker Spotlight&lt;/DIV&gt;
&lt;!-- main title --&gt;
&lt;H1 style="margin: 0 0 14px 0; font-size: 56px; line-height: 1; font-weight: 900; color: #0a2540; letter-spacing: -1.5px;"&gt;A conversation&lt;BR /&gt;&lt;FONT color="#339966"&gt;&lt;EM&gt;with&lt;/EM&gt;&lt;/FONT&gt; &lt;SPAN&gt;Khushboo Beniwal&lt;/SPAN&gt;&lt;/H1&gt;
&lt;P style="margin: 20px 0 0 0; font-size: 17px; color: #4b5563; max-width: 620px; line-height: 1.5;"&gt;On building hyper-personalized media experiences at scale — where no two users should have the same journey, and content and advertising flow as one seamless stream.&lt;/P&gt;
&lt;/DIV&gt;
&lt;!-- ============ SESSION DETAILS ============ --&gt;
&lt;DIV style="background: #0A2540; border-radius: 16px; padding: 28px 32px; margin: 0 0 28px 0; color: #f8f5f0; position: relative; overflow: hidden;"&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 3px; color: #d4a437; font-weight: bold; margin-bottom: 10px;"&gt;The Session&lt;/DIV&gt;
&lt;H2 style="margin: 0 0 18px 0; font-size: 22px; color: #ffffff; font-weight: 800; line-height: 1.3; letter-spacing: -0.3px;"&gt;&lt;A style="color: #ffffff; text-decoration: none;" href="https://www.databricks.com/dataaisummit/session/media-entertainment-industry-forum" target="_blank" rel="noopener"&gt;From Insight to Impact: Building Hyperpersonalized Experiences at Scale&lt;/A&gt;&lt;/H2&gt;
&lt;P style="margin: -10px 0 18px 0; font-size: 13px; color: rgba(248,245,240,0.7); font-style: italic;"&gt;Part of the Media &amp;amp; Entertainment Industry Forum&lt;/P&gt;
&lt;DIV style="display: flex; flex-wrap: wrap; align-items: stretch;"&gt;
&lt;DIV style="padding: 6px 28px 6px 0; border-right: 1px solid rgba(212,164,55,0.35);"&gt;
&lt;DIV style="font-size: 10px; text-transform: uppercase; letter-spacing: 2px; color: #d4a437; font-weight: bold; margin-bottom: 4px;"&gt;Date&lt;/DIV&gt;
&lt;DIV style="font-size: 15px; color: #f8f5f0; font-weight: bold;"&gt;June 17, 2026&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="padding: 6px 28px; border-right: 1px solid rgba(212,164,55,0.35);"&gt;
&lt;DIV style="font-size: 10px; text-transform: uppercase; letter-spacing: 2px; color: #d4a437; font-weight: bold; margin-bottom: 4px;"&gt;Time&lt;/DIV&gt;
&lt;DIV style="font-size: 15px; color: #f8f5f0; font-weight: bold;"&gt;3:00 PM – 4:30 PM PST&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="padding: 6px 0 6px 28px;"&gt;
&lt;DIV style="font-size: 10px; text-transform: uppercase; letter-spacing: 2px; color: #d4a437; font-weight: bold; margin-bottom: 4px;"&gt;Location&lt;/DIV&gt;
&lt;DIV style="font-size: 15px; color: #f8f5f0; font-weight: bold;"&gt;San Francisco + Virtual&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="margin-top: 22px; padding-top: 18px; border-top: 1px solid rgba(212,164,55,0.35); display: flex; flex-wrap: wrap; gap: 18px;"&gt;&lt;A style="font-size: 13px; color: #d4a437; text-decoration: none; font-weight: bold; letter-spacing: 0.3px;" href="https://www.databricks.com/dataaisummit/session/media-entertainment-industry-forum" target="_blank" rel="noopener"&gt;→ View session on the DAIS agenda&lt;/A&gt; &lt;SPAN&gt;·&lt;/SPAN&gt; &lt;A style="font-size: 13px; color: #d4a437; text-decoration: none; font-weight: bold; letter-spacing: 0.3px;" href="https://www.databricks.com/dataaisummit/speaker/khushboo-beniwal" target="_blank" rel="noopener"&gt;→ Khushboo's DAIS speaker profile&lt;/A&gt;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;!-- ============ INTRO ============ --&gt;
&lt;P style="font-size: 16px; color: #1f2937;"&gt;The &lt;STRONG&gt;DAIS 2026 Speaker Spotlight&lt;/STRONG&gt; is a series where we hand the mic to the speakers heading to Data + AI Summit and let them answer five short questions — in their own voice, no press-release polish.&lt;/P&gt;
&lt;P style="font-size: 16px; color: #1f2937;"&gt;Below, &lt;STRONG&gt;Khushboo Beniwal&lt;/STRONG&gt; on hosting a panel that brings leaders from global publishing, gaming, identity services, and sports together — and why hyper-personalization is now the price of admission for earning a user's attention. Lightly edited for length — otherwise, the words are hers.&lt;/P&gt;
&lt;!-- ============ PULL QUOTE ============ --&gt;
&lt;DIV style="background: #F8F5F0; border-top: 2px solid #D4A437; border-bottom: 2px solid #D4A437; padding: 36px 12px; margin: 40px 0; text-align: center;"&gt;
&lt;DIV style="font-family: Georgia, 'Times New Roman', serif; font-size: 64px; color: #d4a437; line-height: 0.6; margin-bottom: 10px;"&gt;“&lt;/DIV&gt;
&lt;P style="margin: 0 auto 16px auto; max-width: 740px; font-family: Georgia, 'Times New Roman', serif; font-size: 24px; font-style: italic; color: #0a2540; line-height: 1.4; letter-spacing: -0.3px;"&gt;Audiences are splintered across platforms, drowning in content, and fighting constant distraction — so relevance is the only way to earn their time.&lt;/P&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 3px; color: #586e50; font-weight: bold;"&gt;— Khushboo Beniwal&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;!-- ============ Q&amp;A items ============ --&gt; &lt;!-- Q1 --&gt;
&lt;DIV style="display: table; width: 100%; margin: 32px 0; border-spacing: 0;"&gt;
&lt;DIV style="display: table-row;"&gt;
&lt;DIV style="display: table-cell; width: 220px; vertical-align: top; padding-right: 24px; border-right: 1px solid #E5DCC4;"&gt;
&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;The topic&lt;/H2&gt;
&lt;/DIV&gt;
&lt;DIV style="display: table-cell; vertical-align: top; padding-left: 26px;"&gt;
&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;What is your panel about, and who is it for?&lt;/P&gt;
&lt;P style="margin: 0 0 12px 0; font-size: 17px; color: #1f2937; font-weight: bold;"&gt;From Insight to Impact: Building Hyperpersonalized Experiences at Scale.&lt;/P&gt;
&lt;P style="margin: 0 0 12px 0; font-size: 17px; color: #1f2937;"&gt;I am hosting a panel that brings together leaders from a global publisher, a top gaming company, a major identity services provider, and a leading sports organization to explore how data and AI are breaking down silos and transforming how brands connect with audiences.&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;Panelists will discuss how they're using unified data, AI-driven insights, and creative innovation to deliver deeply contextual, relevant, and dynamic experiences at scale — where no two users should ever have the same journey, and content and advertising feel like one seamless, holistic experience rather than two disjointed tracks.&lt;/P&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="height: 1px; background: #EAE2D2; margin: 8px 0;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;!-- Q2 --&gt;
&lt;DIV style="display: table; width: 100%; margin: 32px 0; border-spacing: 0;"&gt;
&lt;DIV style="display: table-row;"&gt;
&lt;DIV style="display: table-cell; width: 220px; vertical-align: top; padding-right: 24px; border-right: 1px solid #E5DCC4;"&gt;
&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;Why this, why now&lt;/H2&gt;
&lt;/DIV&gt;
&lt;DIV style="display: table-cell; vertical-align: top; padding-left: 26px;"&gt;
&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;What's changed in the last 6–12 months that makes this topic urgent right now?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;We're finding more and more that audiences are splintered across platforms, drowning in content, and fighting constant distraction, so relevance is the only way to earn their time. Vertical, short-form video has become a core strategy for almost every content platform, and gen-AI is reshaping how people search and discover, which raises the bar: creators and brands now have to use hyper-personalization to show up with the one thing that feels made for this person, in this moment, on this screen.&lt;/P&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="height: 1px; background: #EAE2D2; margin: 8px 0;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;!-- Q3 --&gt;
&lt;DIV style="display: table; width: 100%; margin: 32px 0; border-spacing: 0;"&gt;
&lt;DIV style="display: table-row;"&gt;
&lt;DIV style="display: table-cell; width: 220px; vertical-align: top; padding-right: 24px; border-right: 1px solid #E5DCC4;"&gt;
&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;The personal stake&lt;/H2&gt;
&lt;/DIV&gt;
&lt;DIV style="display: table-cell; vertical-align: top; padding-left: 26px;"&gt;
&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;Why are you the person hosting this panel?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;I've sat in the trenches with media companies for nearly 15 years, watching personalization mature from simple rules to AI-driven, real-time experiences. I helped design and ship large-scale personalization for a leading global news publisher, and I deeply understand the technical, organizational, and business obstacles media companies and advertisers are wrestling with as they build for a world where no two users should have the same experience and where content and advertising must work together as a single, coherent stream.&lt;/P&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="height: 1px; background: #EAE2D2; margin: 8px 0;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;!-- Q4 --&gt;
&lt;DIV style="display: table; width: 100%; margin: 32px 0; border-spacing: 0;"&gt;
&lt;DIV style="display: table-row;"&gt;
&lt;DIV style="display: table-cell; width: 220px; vertical-align: top; padding-right: 24px; border-right: 1px solid #E5DCC4;"&gt;
&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;What you'll leave with&lt;/H2&gt;
&lt;/DIV&gt;
&lt;DIV style="display: table-cell; vertical-align: top; padding-left: 26px;"&gt;
&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;What will someone be able to do on Monday morning that they couldn't do before?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;This session is about closing the gap between "we have personalization" and "we're using personalization to reliably move our KPIs." The audience will learn how to stress-test their current strategy against today's realities — fragmented audiences, vertical video, AI-driven discovery, and seamless content-plus-ads — and how to re-anchor their roadmap on business outcomes like &lt;STRONG&gt;engagement&lt;/STRONG&gt;, &lt;STRONG&gt;retention&lt;/STRONG&gt;, and &lt;STRONG&gt;revenue&lt;/STRONG&gt;. They'll leave with concrete patterns for unifying signals, tightening the feedback loop between experiences and metrics, and evolving their existing personalization stack to meet the expectations of today's audiences.&lt;/P&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="height: 1px; background: #EAE2D2; margin: 8px 0;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;!-- Q5 --&gt;
&lt;DIV style="display: table; width: 100%; margin: 32px 0; border-spacing: 0;"&gt;
&lt;DIV style="display: table-row;"&gt;
&lt;DIV style="display: table-cell; width: 220px; vertical-align: top; padding-right: 24px; border-right: 1px solid #E5DCC4;"&gt;
&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;The bigger picture&lt;/H2&gt;
&lt;/DIV&gt;
&lt;DIV style="display: table-cell; vertical-align: top; padding-left: 26px;"&gt;
&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;How does this fit into where Databricks — and data and AI more broadly — is heading?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;This session is a field guide to exactly where Databricks is investing: turning massive, messy signal exhaust into governed, AI-driven, real-time experiences that move the needle for your business. It shows how the &lt;STRONG&gt;Databricks Data + AI platform&lt;/STRONG&gt; lets you ingest and organize behavioral and identity signals at scale, safely work with PII and consent, then layer on AI agents and real-time streaming to create the right experience for each user in milliseconds — so that every surface, from vertical video to in-game moments, can deliver a seamless blend of content and advertising on a single, governed lakehouse foundation.&lt;/P&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;!-- ============ CLOSING NOTE ============ --&gt;
&lt;DIV style="background: #0A2540; border-radius: 20px; padding: 44px 44px; margin-top: 48px; color: #f8f5f0; position: relative; overflow: hidden;"&gt;
&lt;DIV style="height: 2px; width: 48px; background: #D4A437; margin-bottom: 18px;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 3px; color: #d4a437; font-weight: bold; margin-bottom: 12px;"&gt;A note from us&lt;/DIV&gt;
&lt;P style="margin: 0; font-size: 21px; color: #f8f5f0; font-weight: 600; line-height: 1.4; letter-spacing: -0.2px; max-width: 640px;"&gt;Speakers are the heart of DAIS, and helping the world hear your story is one of the best parts of our job.&lt;/P&gt;
&lt;/DIV&gt;
&lt;P style="margin-top: 22px; font-size: 13px; color: #6b7280; font-style: italic;"&gt;Part of the &lt;STRONG&gt;DAIS 2026 Speaker Spotlight&lt;/STRONG&gt; series — more voices dropping in the weeks ahead. Got a DAIS speaker you'd love to hear from next? Mention them in the comments — we're always listening.&lt;/P&gt;
&lt;/DIV&gt;</description>
    <pubDate>Wed, 03 Jun 2026 08:15:23 GMT</pubDate>
    <dc:creator>Tushar_Parekar</dc:creator>
    <dc:date>2026-06-03T08:15:23Z</dc:date>
    <item>
      <title>DAIS 2026 Speaker Spotlight Series #13 | Khushboo Beniwal</title>
      <link>https://community.databricks.com/t5/dais-2026/dais-2026-speaker-spotlight-series-13-khushboo-beniwal/m-p/158191#M62</link>
      <description>&lt;DIV style="font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'DM Sans', Roboto, sans-serif; color: #0a2540; line-height: 1.75; max-width: 880px; margin: 0 auto;"&gt;&lt;!-- ============ HERO ============ --&gt;
&lt;DIV style="background: #F8F5F0; border-radius: 20px; padding: 56px 48px; margin-bottom: 28px; border: 1px solid #EAE2D2; position: relative; overflow: hidden;"&gt;&lt;!-- speaker photo in top-right corner — local preview path. Before posting in Khoros, upload the photo (assets/khushboo-beniwal.jpg) and replace src with the Khoros image URL (e.g. https://community.databricks.com/t5/image/serverpage/image-id/...) --&gt; &lt;span class="lia-inline-image-display-wrapper lia-image-align-right" image-alt="khushboo-beniwal.jpg" style="width: 120px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/27301iD70A97E82A5918BC/image-dimensions/120x120?v=v2" width="120" height="120" role="button" title="khushboo-beniwal.jpg" alt="khushboo-beniwal.jpg" /&gt;&lt;/span&gt; &lt;!-- thin gold rule + eyebrow --&gt;
&lt;DIV style="height: 2px; width: 48px; background: #D4A437; margin-bottom: 22px;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 4px; color: #0a2540; font-weight: bold; margin-bottom: 16px;"&gt;DAIS 2026 · Speaker Spotlight&lt;/DIV&gt;
&lt;!-- main title --&gt;
&lt;H1 style="margin: 0 0 14px 0; font-size: 56px; line-height: 1; font-weight: 900; color: #0a2540; letter-spacing: -1.5px;"&gt;A conversation&lt;BR /&gt;&lt;FONT color="#339966"&gt;&lt;EM&gt;with&lt;/EM&gt;&lt;/FONT&gt; &lt;SPAN&gt;Khushboo Beniwal&lt;/SPAN&gt;&lt;/H1&gt;
&lt;P style="margin: 20px 0 0 0; font-size: 17px; color: #4b5563; max-width: 620px; line-height: 1.5;"&gt;On building hyper-personalized media experiences at scale — where no two users should have the same journey, and content and advertising flow as one seamless stream.&lt;/P&gt;
&lt;/DIV&gt;
&lt;!-- ============ SESSION DETAILS ============ --&gt;
&lt;DIV style="background: #0A2540; border-radius: 16px; padding: 28px 32px; margin: 0 0 28px 0; color: #f8f5f0; position: relative; overflow: hidden;"&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 3px; color: #d4a437; font-weight: bold; margin-bottom: 10px;"&gt;The Session&lt;/DIV&gt;
&lt;H2 style="margin: 0 0 18px 0; font-size: 22px; color: #ffffff; font-weight: 800; line-height: 1.3; letter-spacing: -0.3px;"&gt;&lt;A style="color: #ffffff; text-decoration: none;" href="https://www.databricks.com/dataaisummit/session/media-entertainment-industry-forum" target="_blank" rel="noopener"&gt;From Insight to Impact: Building Hyperpersonalized Experiences at Scale&lt;/A&gt;&lt;/H2&gt;
&lt;P style="margin: -10px 0 18px 0; font-size: 13px; color: rgba(248,245,240,0.7); font-style: italic;"&gt;Part of the Media &amp;amp; Entertainment Industry Forum&lt;/P&gt;
&lt;DIV style="display: flex; flex-wrap: wrap; align-items: stretch;"&gt;
&lt;DIV style="padding: 6px 28px 6px 0; border-right: 1px solid rgba(212,164,55,0.35);"&gt;
&lt;DIV style="font-size: 10px; text-transform: uppercase; letter-spacing: 2px; color: #d4a437; font-weight: bold; margin-bottom: 4px;"&gt;Date&lt;/DIV&gt;
&lt;DIV style="font-size: 15px; color: #f8f5f0; font-weight: bold;"&gt;June 17, 2026&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="padding: 6px 28px; border-right: 1px solid rgba(212,164,55,0.35);"&gt;
&lt;DIV style="font-size: 10px; text-transform: uppercase; letter-spacing: 2px; color: #d4a437; font-weight: bold; margin-bottom: 4px;"&gt;Time&lt;/DIV&gt;
&lt;DIV style="font-size: 15px; color: #f8f5f0; font-weight: bold;"&gt;3:00 PM – 4:30 PM PST&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="padding: 6px 0 6px 28px;"&gt;
&lt;DIV style="font-size: 10px; text-transform: uppercase; letter-spacing: 2px; color: #d4a437; font-weight: bold; margin-bottom: 4px;"&gt;Location&lt;/DIV&gt;
&lt;DIV style="font-size: 15px; color: #f8f5f0; font-weight: bold;"&gt;San Francisco + Virtual&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="margin-top: 22px; padding-top: 18px; border-top: 1px solid rgba(212,164,55,0.35); display: flex; flex-wrap: wrap; gap: 18px;"&gt;&lt;A style="font-size: 13px; color: #d4a437; text-decoration: none; font-weight: bold; letter-spacing: 0.3px;" href="https://www.databricks.com/dataaisummit/session/media-entertainment-industry-forum" target="_blank" rel="noopener"&gt;→ View session on the DAIS agenda&lt;/A&gt; &lt;SPAN&gt;·&lt;/SPAN&gt; &lt;A style="font-size: 13px; color: #d4a437; text-decoration: none; font-weight: bold; letter-spacing: 0.3px;" href="https://www.databricks.com/dataaisummit/speaker/khushboo-beniwal" target="_blank" rel="noopener"&gt;→ Khushboo's DAIS speaker profile&lt;/A&gt;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;!-- ============ INTRO ============ --&gt;
&lt;P style="font-size: 16px; color: #1f2937;"&gt;The &lt;STRONG&gt;DAIS 2026 Speaker Spotlight&lt;/STRONG&gt; is a series where we hand the mic to the speakers heading to Data + AI Summit and let them answer five short questions — in their own voice, no press-release polish.&lt;/P&gt;
&lt;P style="font-size: 16px; color: #1f2937;"&gt;Below, &lt;STRONG&gt;Khushboo Beniwal&lt;/STRONG&gt; on hosting a panel that brings leaders from global publishing, gaming, identity services, and sports together — and why hyper-personalization is now the price of admission for earning a user's attention. Lightly edited for length — otherwise, the words are hers.&lt;/P&gt;
&lt;!-- ============ PULL QUOTE ============ --&gt;
&lt;DIV style="background: #F8F5F0; border-top: 2px solid #D4A437; border-bottom: 2px solid #D4A437; padding: 36px 12px; margin: 40px 0; text-align: center;"&gt;
&lt;DIV style="font-family: Georgia, 'Times New Roman', serif; font-size: 64px; color: #d4a437; line-height: 0.6; margin-bottom: 10px;"&gt;“&lt;/DIV&gt;
&lt;P style="margin: 0 auto 16px auto; max-width: 740px; font-family: Georgia, 'Times New Roman', serif; font-size: 24px; font-style: italic; color: #0a2540; line-height: 1.4; letter-spacing: -0.3px;"&gt;Audiences are splintered across platforms, drowning in content, and fighting constant distraction — so relevance is the only way to earn their time.&lt;/P&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 3px; color: #586e50; font-weight: bold;"&gt;— Khushboo Beniwal&lt;/DIV&gt;
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&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;The topic&lt;/H2&gt;
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&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;What is your panel about, and who is it for?&lt;/P&gt;
&lt;P style="margin: 0 0 12px 0; font-size: 17px; color: #1f2937; font-weight: bold;"&gt;From Insight to Impact: Building Hyperpersonalized Experiences at Scale.&lt;/P&gt;
&lt;P style="margin: 0 0 12px 0; font-size: 17px; color: #1f2937;"&gt;I am hosting a panel that brings together leaders from a global publisher, a top gaming company, a major identity services provider, and a leading sports organization to explore how data and AI are breaking down silos and transforming how brands connect with audiences.&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;Panelists will discuss how they're using unified data, AI-driven insights, and creative innovation to deliver deeply contextual, relevant, and dynamic experiences at scale — where no two users should ever have the same journey, and content and advertising feel like one seamless, holistic experience rather than two disjointed tracks.&lt;/P&gt;
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&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;Why this, why now&lt;/H2&gt;
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&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;What's changed in the last 6–12 months that makes this topic urgent right now?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;We're finding more and more that audiences are splintered across platforms, drowning in content, and fighting constant distraction, so relevance is the only way to earn their time. Vertical, short-form video has become a core strategy for almost every content platform, and gen-AI is reshaping how people search and discover, which raises the bar: creators and brands now have to use hyper-personalization to show up with the one thing that feels made for this person, in this moment, on this screen.&lt;/P&gt;
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&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;The personal stake&lt;/H2&gt;
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&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;Why are you the person hosting this panel?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;I've sat in the trenches with media companies for nearly 15 years, watching personalization mature from simple rules to AI-driven, real-time experiences. I helped design and ship large-scale personalization for a leading global news publisher, and I deeply understand the technical, organizational, and business obstacles media companies and advertisers are wrestling with as they build for a world where no two users should have the same experience and where content and advertising must work together as a single, coherent stream.&lt;/P&gt;
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&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;What you'll leave with&lt;/H2&gt;
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&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;What will someone be able to do on Monday morning that they couldn't do before?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;This session is about closing the gap between "we have personalization" and "we're using personalization to reliably move our KPIs." The audience will learn how to stress-test their current strategy against today's realities — fragmented audiences, vertical video, AI-driven discovery, and seamless content-plus-ads — and how to re-anchor their roadmap on business outcomes like &lt;STRONG&gt;engagement&lt;/STRONG&gt;, &lt;STRONG&gt;retention&lt;/STRONG&gt;, and &lt;STRONG&gt;revenue&lt;/STRONG&gt;. They'll leave with concrete patterns for unifying signals, tightening the feedback loop between experiences and metrics, and evolving their existing personalization stack to meet the expectations of today's audiences.&lt;/P&gt;
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&lt;H2 style="font-size: 13px; color: #0a2540; margin: 0; font-weight: 800; line-height: 1.4; letter-spacing: 2.5px; text-transform: uppercase;"&gt;The bigger picture&lt;/H2&gt;
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&lt;P style="margin: 0 0 14px 0; font-size: 14px; color: #6b7280; font-style: italic;"&gt;How does this fit into where Databricks — and data and AI more broadly — is heading?&lt;/P&gt;
&lt;P style="margin: 0; font-size: 17px; color: #1f2937;"&gt;This session is a field guide to exactly where Databricks is investing: turning massive, messy signal exhaust into governed, AI-driven, real-time experiences that move the needle for your business. It shows how the &lt;STRONG&gt;Databricks Data + AI platform&lt;/STRONG&gt; lets you ingest and organize behavioral and identity signals at scale, safely work with PII and consent, then layer on AI agents and real-time streaming to create the right experience for each user in milliseconds — so that every surface, from vertical video to in-game moments, can deliver a seamless blend of content and advertising on a single, governed lakehouse foundation.&lt;/P&gt;
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&lt;!-- ============ CLOSING NOTE ============ --&gt;
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&lt;DIV style="height: 2px; width: 48px; background: #D4A437; margin-bottom: 18px;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;DIV style="font-size: 11px; text-transform: uppercase; letter-spacing: 3px; color: #d4a437; font-weight: bold; margin-bottom: 12px;"&gt;A note from us&lt;/DIV&gt;
&lt;P style="margin: 0; font-size: 21px; color: #f8f5f0; font-weight: 600; line-height: 1.4; letter-spacing: -0.2px; max-width: 640px;"&gt;Speakers are the heart of DAIS, and helping the world hear your story is one of the best parts of our job.&lt;/P&gt;
&lt;/DIV&gt;
&lt;P style="margin-top: 22px; font-size: 13px; color: #6b7280; font-style: italic;"&gt;Part of the &lt;STRONG&gt;DAIS 2026 Speaker Spotlight&lt;/STRONG&gt; series — more voices dropping in the weeks ahead. Got a DAIS speaker you'd love to hear from next? Mention them in the comments — we're always listening.&lt;/P&gt;
&lt;/DIV&gt;</description>
      <pubDate>Wed, 03 Jun 2026 08:15:23 GMT</pubDate>
      <guid>https://community.databricks.com/t5/dais-2026/dais-2026-speaker-spotlight-series-13-khushboo-beniwal/m-p/158191#M62</guid>
      <dc:creator>Tushar_Parekar</dc:creator>
      <dc:date>2026-06-03T08:15:23Z</dc:date>
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