diff --git a/coveo/coveo-xml.xml b/coveo/coveo-xml.xml
index 02875792b..cbc8701c9 100644
--- a/coveo/coveo-xml.xml
+++ b/coveo/coveo-xml.xml
@@ -1848,7 +1848,7 @@
     <coveo:metadata>
       <md_contenttype><![CDATA[  ]]></md_contenttype>
       <md_pagetype>Product</md_pagetype>
-      <md_img>https://www.moleculardevices.com/media_13595f0264159b7948ea9fcf2f1027c26e9fcca50.png</md_img>
+      <md_img>https://www.moleculardevices.com/media_19de7f957da63c66e1569fd9e906ecf4ac72a6867.png</md_img>
       <md_product><![CDATA[   ]]></md_product>
       <md_application><![CDATA[  ]]></md_application>
       <mdproductsdatacategory><![CDATA[ Cellular Imaging Systems;Cellular Imaging Systems|High-Content Imaging;Cellular Imaging Systems|High-Content Imaging|ImageXpress Confocal HT.ai ]]></mdproductsdatacategory>
@@ -12497,6 +12497,26 @@
     </coveo:metadata>
     <md_pagesort>1</md_pagesort>
   </url>
+  <url>
+    <loc>https://www.moleculardevices.com/newsroom/in-the-news/innovations-in-multimodal-image-analysis-help-improve-biopharma-productivity</loc>
+    <lastmod>2024-12-17T00:00:00.000Z</lastmod>
+    <changefreq>daily</changefreq>
+    <priority>0.5</priority>
+    <coveo:metadata>
+      <md_title><![CDATA[ Innovations in Multimodal Image Analysis Help Improve Biopharma Productivity ]]></md_title>
+      <md_contenttype><![CDATA[ Publications ]]></md_contenttype>
+      <md_pagetype>Resource</md_pagetype>
+      <md_img>https://www.moleculardevices.com/images/resource-icons/document.png</md_img>
+      <md_product><![CDATA[ CellXpress.ai Automated Cell Culture System;3D Ready Organoid Expansion Service;IN Carta Image Analysis Software;ImageXpress Confocal HT.ai;Lab Automation for High Content Screening (HCS)  ]]></md_product>
+      <md_application><![CDATA[ 3D Cell Models;Cell Painting;Drug Discovery and Development Applications;Organoid Innovation Center;Organoids;Patient-derived organoids (Tumoroids);Toxicology;T-cell ]]></md_application>
+      <mdproductsdatacategory><![CDATA[ 3D Biology;3D Biology|Automated Cell Culture System;3D Biology|Automated Cell Culture System|CellXpress.ai Automated Cell Culture System;3D Biology;3D Biology|Organoid Expansion Service;3D Biology|Organoid Expansion Service|3D Ready Organoid Expansion Service;Cellular Imaging Systems;Cellular Imaging Systems|High-content Analysis;Cellular Imaging Systems|High-content Analysis|IN Carta Image Analysis Software;Cellular Imaging Systems;Cellular Imaging Systems|High-Content Imaging;Cellular Imaging Systems|High-Content Imaging|ImageXpress Confocal HT.ai;Services and Support;Services and Support|High-Content Screening;Services and Support|High-Content Screening|Lab Automation for High Content Screening (HCS) ]]></mdproductsdatacategory>
+ <mdapplicationsdatacategory><![CDATA[ 3D Biology;3D Biology|3D Cell Models;Cellular Imaging Systems;Cellular Imaging Systems|Cell Painting;Research Areas;Research Areas|Drug Discovery and Development Applications;Research Areas;Research Areas|Organoid Innovation Center;3D Biology;3D Biology|Organoids;3D Cell Models;3D Cell Models|Patient-derived organoids (Tumoroids);Research Areas;Research Areas|Toxicology;3D Biology;3D Biology|T-cell ]]></mdapplicationsdatacategory>
+      <md_country><![CDATA[  ]]></md_country>
+      <md_lang><![CDATA[  ]]></md_lang>
+      <md_source><![CDATA[  ]]></md_source>
+    </coveo:metadata>
+    <md_pagesort>1</md_pagesort>
+  </url>
   <url>
     <loc>https://www.moleculardevices.com/sites/default/files/en/assets/scientific-posters/dd/img/water-immersion-objectives-for-automated-high-content-imaging.pdf</loc>
     <lastmod>2020-02-14T06:18:17.000Z</lastmod>