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  <channel>
    <title>topic IoT Innovators: How SAS Is Transforming Worker Safety with AI in Streaming Analytics</title>
    <link>https://communities.sas.com/t5/Streaming-Analytics/IoT-Innovators-How-SAS-Is-Transforming-Worker-Safety-with-AI/m-p/973146#M344</link>
    <description>&lt;P class="headingSpacingAbove headingSpacingBelow lineHeight1_2 noSpacingAbove noSpacingBelow" data-text-type="withSpacing"&gt;&lt;STRONG&gt;&lt;div class="lia-vid-container video-embed-center"&gt;&lt;div id="lia-vid-6377252810112w960h540r160" class="lia-video-brightcove-player-container"&gt;&lt;video-js data-video-id="6377252810112" data-account="6058004174001" data-player="default" data-embed="default" class="vjs-fluid" controls="" data-application-id="" style="width: 100%; height: 100%;"&gt;&lt;/video-js&gt;&lt;/div&gt;&lt;script src="https://players.brightcove.net/6058004174001/default_default/index.min.js"&gt;&lt;/script&gt;&lt;script&gt;(function() {  var wrapper = document.getElementById('lia-vid-6377252810112w960h540r160');  var videoEl = wrapper ? wrapper.querySelector('video-js') : null;  if (videoEl) {     if (window.videojs) {       window.videojs(videoEl).ready(function() {         this.on('loadedmetadata', function() {           this.el().querySelectorAll('.vjs-load-progress div[data-start]').forEach(function(bar) {             bar.setAttribute('role', 'presentation');             bar.setAttribute('aria-hidden', 'true');           });         });       });     }  }})();&lt;/script&gt;&lt;a class="video-embed-link" href="https://communities.sas.com/t5/video/gallerypage/video-id/6377252810112"&gt;(view in My Videos)&lt;/a&gt;&lt;/div&gt;&lt;/STRONG&gt;&lt;/P&gt;
&lt;P class="headingSpacingAbove headingSpacingBelow lineHeight1_2 noSpacingAbove noSpacingBelow" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="headingSpacingAbove headingSpacingBelow lineHeight1_2 noSpacingAbove noSpacingBelow" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Smarter Safety for Industrial Workers&lt;/STRONG&gt;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;In fast-paced industrial settings, traditional safety methods can’t keep up. Rising turnover, evolving tech, and operational pressures demand a smarter approach. That’s where SAS steps in.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing" data-unlink="true"&gt;In this episode of&amp;nbsp;&lt;I&gt;IoT Innovators&lt;/I&gt;, discover how SAS uses computer vision, edge AI, and real-time analytics to shift worker safety from reactive to proactive—reducing risk and empowering teams.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;The Challenge&lt;/STRONG&gt;&lt;BR /&gt;Safety isn’t just gear and checklists anymore. With many workers new to the job, risks are rising:&lt;/P&gt;
&lt;UL class="customListStyle"&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;1.5M injury cases reported in 2023 (up 11%)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;First-year workers made up 36% of injuries and 34% of claim costs&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;The SAS Solution&lt;/STRONG&gt;&lt;BR /&gt;SAS’s Worker Safety platform uses AI and computer vision to detect hazards—like missing PPE or unsafe behavior—in real time. One customer saw an 80% drop in incidents after adopting SAS analytics.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Why SAS Stands Out&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL class="customListStyle"&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Real-world training: Models built in SAS’s own warehouse&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Multi-source data: Cameras, wearables, PLCs, and more&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Privacy-first: No blanket surveillance—just targeted insights&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Live Demo Highlights&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL class="customListStyle"&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Fast deployment (Docker-based)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Millisecond alert latency&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;No facial recognition; optional face blurring&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Monthly model updates, including forklift safety&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;What’s Next&lt;/STRONG&gt;&lt;BR /&gt;SAS is expanding into forklift risk detection and exploring Generative AI for smarter alert summaries.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Bottom Line&lt;/STRONG&gt;&lt;BR /&gt;Safety is more than compliance—it’s a strategic advantage. SAS helps protect workers and future-proof operations.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;I&gt;&lt;SPAN class="fontColorThemeDarker"&gt;&lt;STRONG&gt;Visit SAS’s Industrial AI Center in Building LW at SAS HQ or contact Bobby Shkolnikov (&lt;A href="mailto:Bobby.Shkolnikov@sas.com" target="_blank"&gt;Bobby.Shkolnikov@sas.com&lt;/A&gt;) for a demo.&lt;/STRONG&gt;&lt;/SPAN&gt;&lt;/I&gt;&lt;/P&gt;</description>
    <pubDate>Fri, 22 Aug 2025 18:38:38 GMT</pubDate>
    <dc:creator>bkooman</dc:creator>
    <dc:date>2025-08-22T18:38:38Z</dc:date>
    <item>
      <title>IoT Innovators: How SAS Is Transforming Worker Safety with AI</title>
      <link>https://communities.sas.com/t5/Streaming-Analytics/IoT-Innovators-How-SAS-Is-Transforming-Worker-Safety-with-AI/m-p/973146#M344</link>
      <description>&lt;P class="headingSpacingAbove headingSpacingBelow lineHeight1_2 noSpacingAbove noSpacingBelow" data-text-type="withSpacing"&gt;&lt;STRONG&gt;&lt;div class="lia-vid-container video-embed-center"&gt;&lt;div id="lia-vid-6377252810112w960h540r530" class="lia-video-brightcove-player-container"&gt;&lt;video-js data-video-id="6377252810112" data-account="6058004174001" data-player="default" data-embed="default" class="vjs-fluid" controls="" data-application-id="" style="width: 100%; height: 100%;"&gt;&lt;/video-js&gt;&lt;/div&gt;&lt;script src="https://players.brightcove.net/6058004174001/default_default/index.min.js"&gt;&lt;/script&gt;&lt;script&gt;(function() {  var wrapper = document.getElementById('lia-vid-6377252810112w960h540r530');  var videoEl = wrapper ? wrapper.querySelector('video-js') : null;  if (videoEl) {     if (window.videojs) {       window.videojs(videoEl).ready(function() {         this.on('loadedmetadata', function() {           this.el().querySelectorAll('.vjs-load-progress div[data-start]').forEach(function(bar) {             bar.setAttribute('role', 'presentation');             bar.setAttribute('aria-hidden', 'true');           });         });       });     }  }})();&lt;/script&gt;&lt;a class="video-embed-link" href="https://communities.sas.com/t5/video/gallerypage/video-id/6377252810112"&gt;(view in My Videos)&lt;/a&gt;&lt;/div&gt;&lt;/STRONG&gt;&lt;/P&gt;
&lt;P class="headingSpacingAbove headingSpacingBelow lineHeight1_2 noSpacingAbove noSpacingBelow" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="headingSpacingAbove headingSpacingBelow lineHeight1_2 noSpacingAbove noSpacingBelow" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Smarter Safety for Industrial Workers&lt;/STRONG&gt;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;In fast-paced industrial settings, traditional safety methods can’t keep up. Rising turnover, evolving tech, and operational pressures demand a smarter approach. That’s where SAS steps in.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing" data-unlink="true"&gt;In this episode of&amp;nbsp;&lt;I&gt;IoT Innovators&lt;/I&gt;, discover how SAS uses computer vision, edge AI, and real-time analytics to shift worker safety from reactive to proactive—reducing risk and empowering teams.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;The Challenge&lt;/STRONG&gt;&lt;BR /&gt;Safety isn’t just gear and checklists anymore. With many workers new to the job, risks are rising:&lt;/P&gt;
&lt;UL class="customListStyle"&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;1.5M injury cases reported in 2023 (up 11%)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;First-year workers made up 36% of injuries and 34% of claim costs&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;The SAS Solution&lt;/STRONG&gt;&lt;BR /&gt;SAS’s Worker Safety platform uses AI and computer vision to detect hazards—like missing PPE or unsafe behavior—in real time. One customer saw an 80% drop in incidents after adopting SAS analytics.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Why SAS Stands Out&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL class="customListStyle"&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Real-world training: Models built in SAS’s own warehouse&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Multi-source data: Cameras, wearables, PLCs, and more&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Privacy-first: No blanket surveillance—just targeted insights&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Live Demo Highlights&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL class="customListStyle"&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Fast deployment (Docker-based)&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Millisecond alert latency&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;No facial recognition; optional face blurring&lt;/P&gt;
&lt;/LI&gt;
&lt;LI&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;Monthly model updates, including forklift safety&lt;/P&gt;
&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;What’s Next&lt;/STRONG&gt;&lt;BR /&gt;SAS is expanding into forklift risk detection and exploring Generative AI for smarter alert summaries.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;STRONG&gt;Bottom Line&lt;/STRONG&gt;&lt;BR /&gt;Safety is more than compliance—it’s a strategic advantage. SAS helps protect workers and future-proof operations.&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" aria-hidden="true" data-text-type="withSpacing"&gt;&amp;nbsp;&lt;/P&gt;
&lt;P class="noSpacingAbove noSpacingBelow lineHeight1_2" data-text-type="withSpacing"&gt;&lt;I&gt;&lt;SPAN class="fontColorThemeDarker"&gt;&lt;STRONG&gt;Visit SAS’s Industrial AI Center in Building LW at SAS HQ or contact Bobby Shkolnikov (&lt;A href="mailto:Bobby.Shkolnikov@sas.com" target="_blank"&gt;Bobby.Shkolnikov@sas.com&lt;/A&gt;) for a demo.&lt;/STRONG&gt;&lt;/SPAN&gt;&lt;/I&gt;&lt;/P&gt;</description>
      <pubDate>Fri, 22 Aug 2025 18:38:38 GMT</pubDate>
      <guid>https://communities.sas.com/t5/Streaming-Analytics/IoT-Innovators-How-SAS-Is-Transforming-Worker-Safety-with-AI/m-p/973146#M344</guid>
      <dc:creator>bkooman</dc:creator>
      <dc:date>2025-08-22T18:38:38Z</dc:date>
    </item>
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