diff --git a/docs/web/docs.json b/docs/web/docs.json
index 4c002b0a5..68602d26b 100644
--- a/docs/web/docs.json
+++ b/docs/web/docs.json
@@ -163,10 +163,6 @@
       "source": "/storage/monitoring",
       "destination": "/deployment/monitoring"
     },
-    {
-      "source": "/enterprise/deployment",
-      "destination": "/enterprise/deployment/index"
-    },
     {
       "source": "/search/sql",
       "destination": "/sql"
diff --git a/docs/web/quickstart.mdx b/docs/web/quickstart.mdx
index 36001c97e..24a897528 100644
--- a/docs/web/quickstart.mdx
+++ b/docs/web/quickstart.mdx
@@ -496,7 +496,7 @@ a remote table.
 
 See the full code for these examples (including helper functions) in the
 `quickstart` file for the appropriate client language in the
-[files provided in the repo](https://github.com/lancedb/docs/tree/main/tests).
+[files provided in the repo](https://github.com/lancedb/lancedb/tree/main/docs/web-tests).
 
 
 ## Next steps {#next-steps}
diff --git a/docs/web/static/assets/images/overview/lancedb-suite.svg b/docs/web/static/assets/images/overview/lancedb-suite.svg
index 92a9335b8..0f860935d 100644
--- a/docs/web/static/assets/images/overview/lancedb-suite.svg
+++ b/docs/web/static/assets/images/overview/lancedb-suite.svg
@@ -2,9 +2,6 @@
   <title id="title">LanceDB suite</title>
   <desc id="desc">LanceDB OSS supports search. LanceDB Enterprise is a multimodal lakehouse for curation, feature engineering, search and retrieval, and training. Both are built on the Lance open lakehouse format for multimodal AI.</desc>
   <defs>
-    <filter id="cardShadow" x="-8%" y="-18%" width="116%" height="136%" color-interpolation-filters="sRGB">
-      <feDropShadow dx="0" dy="16" stdDeviation="18" flood-color="#4F2A1A" flood-opacity="0.16"/>
-    </filter>
     <linearGradient id="enterpriseGradient" x1="512" y1="90" x2="2020" y2="90" gradientUnits="userSpaceOnUse">
       <stop offset="0" stop-color="#E9C9F6"/>
       <stop offset="0.52" stop-color="#F39A9A"/>
@@ -28,21 +25,21 @@
     </linearGradient>
   </defs>
 
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   <rect x="516" y="32" width="1498" height="138" rx="6" style="fill:#FFFFFF !important;"/>
-  <rect x="512" y="202" width="360" height="146" rx="8" style="fill:url(#curationGradient) !important;" filter="url(#cardShadow)"/>
+  <rect x="512" y="202" width="360" height="146" rx="8" style="fill:url(#curationGradient) !important;"/>
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-  <rect x="894" y="202" width="360" height="146" rx="8" style="fill:url(#featureGradient) !important;" filter="url(#cardShadow)"/>
+  <rect x="894" y="202" width="360" height="146" rx="8" style="fill:url(#featureGradient) !important;"/>
   <rect x="898" y="206" width="352" height="138" rx="6" style="fill:#FFFFFF !important;"/>
-  <rect x="1276" y="202" width="360" height="146" rx="8" style="fill:url(#searchGradient) !important;" filter="url(#cardShadow)"/>
+  <rect x="1276" y="202" width="360" height="146" rx="8" style="fill:url(#searchGradient) !important;"/>
   <rect x="1280" y="206" width="352" height="138" rx="6" style="fill:#FFFFFF !important;"/>
-  <rect x="1658" y="202" width="360" height="146" rx="8" style="fill:url(#trainingGradient) !important;" filter="url(#cardShadow)"/>
+  <rect x="1658" y="202" width="360" height="146" rx="8" style="fill:url(#trainingGradient) !important;"/>
   <rect x="1662" y="206" width="352" height="138" rx="6" style="fill:#FFFFFF !important;"/>
 
-  <rect x="28" y="376" width="1990" height="116" rx="8" style="fill:#FFFFFF !important;stroke:#665FFF !important;" stroke-width="3" filter="url(#cardShadow)"/>
+  <rect x="28" y="376" width="1990" height="116" rx="8" style="fill:#FFFFFF !important;stroke:#665FFF !important;" stroke-width="3"/>
 
   <g style="fill:#241712 !important;">
     <circle cx="78" cy="78" r="9"/>
diff --git a/docs/web/static/assets/images/overview/training-data-lifecycle.svg b/docs/web/static/assets/images/overview/training-data-lifecycle.svg
index a533c70e9..4998ee2e3 100644
--- a/docs/web/static/assets/images/overview/training-data-lifecycle.svg
+++ b/docs/web/static/assets/images/overview/training-data-lifecycle.svg
@@ -2,22 +2,19 @@
   <title id="title">Training data lifecycle</title>
   <desc id="desc">Four pillars of the LanceDB training data lifecycle: Curation, Feature Engineering, Search and Retrieval, and Training.</desc>
   <defs>
-    <filter id="shadow" x="-20%" y="-20%" width="140%" height="140%" color-interpolation-filters="sRGB">
-      <feDropShadow dx="0" dy="14" stdDeviation="18" flood-color="#4f2a1a" flood-opacity="0.10"/>
-    </filter>
     <linearGradient id="accent" x1="0" y1="0" x2="0" y2="1">
       <stop offset="0" stop-color="#FFB08E"/>
       <stop offset="1" stop-color="#FF7E4F"/>
     </linearGradient>
   </defs>
 
-  <rect x="20" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5" filter="url(#shadow)"/>
+  <rect x="20" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5"/>
   <rect x="20" y="48" width="5" height="170" rx="2.5" fill="url(#accent)"/>
-  <rect x="350" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5" filter="url(#shadow)"/>
+  <rect x="350" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5"/>
   <rect x="350" y="48" width="5" height="170" rx="2.5" fill="url(#accent)"/>
-  <rect x="680" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5" filter="url(#shadow)"/>
+  <rect x="680" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5"/>
   <rect x="680" y="48" width="5" height="170" rx="2.5" fill="url(#accent)"/>
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+  <rect x="1010" y="24" width="260" height="220" rx="16" style="fill:#FFFFFF !important;stroke:#F29A75 !important;" stroke-width="1.5"/>
   <rect x="1010" y="48" width="5" height="170" rx="2.5" fill="url(#accent)"/>
 
   <path d="M292 134H338" stroke="#FF8A5C" stroke-width="2.5" stroke-linecap="round"/>