diff --git a/docs/assets/data_model.svg b/docs/assets/data_model.svg
new file mode 100644
index 00000000..57c7f7ee
--- /dev/null
+++ b/docs/assets/data_model.svg
@@ -0,0 +1,1257 @@
+<?xml version="1.0" standalone="no"?><!--
+  - Copyright (c) 2011-2026 Genestack Limited
+  - All Rights Reserved
+  - THIS IS UNPUBLISHED PROPRIETARY SOURCE CODE OF GENESTACK LIMITED
+  - The copyright notice above does not evidence any
+  - actual or intended publication of such source code.
+  -->
+
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+				fill="#090909" direction="ltr" >Metadata stored in relational database</text></g></g><g width="320px" height="100px"  transform="translate(520.36, 82.85) scale(1) rotate(0, 160, 50)"><svg
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+				fill="#1a1a1a" direction="ltr" >Study</text></g></g><g width="320px" height="150.94px"  transform="translate(520.36, 240.88) scale(1) rotate(0, 160, 75.47)"><svg
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+				fill="#1a1a1a" direction="ltr" >Samples</text></g></g><g width="0px" height="58.03px"  transform="translate(680.36, 182.85) scale(1) rotate(0, 0, 29.015)"><path stroke-linecap="butt" 
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+				fill="#1a1a1a" direction="ltr" >Libraries/Preparations</text></g></g><g width="0px" height="56.38px"  transform="translate(680.36, 391.83) scale(1) rotate(0, 0, 28.19)"><path stroke-linecap="butt" 
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+				fill="#1a1a1a" direction="ltr" >Measurements</text></g></g><g width="0px" height="253.2px"  transform="translate(680.36, 636.33) scale(1) rotate(0, 0, 126.6)"><path stroke-linecap="butt" 
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+				fill="#1a1a1a" direction="ltr" >Sample_2</text></g></g><g width="173px" height="82px"  transform="translate(750.82, 318.87) scale(0.3332710218296288) rotate(0, 86.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="54.9119873046875" textLength="54.9119873046875" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >50</text></g></g><g width="173px" height="82px"  transform="translate(750.82, 346.52) scale(0.3332710218296288) rotate(0, 86.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="54.9119873046875" textLength="54.9119873046875" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >54</text></g></g><g width="296px" height="82px"  transform="translate(652.02, 318.87) scale(0.3332710218296288) rotate(0, 148, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="192.81591796875" textLength="192.81591796875" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >diabetes</text></g></g><g width="296px" height="82px"  transform="translate(652.02, 346.52) scale(0.3332710218296288) rotate(0, 148, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="149.5679473876953" textLength="149.5679473876953" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >cancer</text></g></g><g width="900.58px" height="291.04px"  transform="translate(552.18, 499.56) scale(0.28464817821384325) rotate(0, 450.29, 145.52)"><g ><rect x="0" y="0" width="349.33428212492464" height="98.21892752191357" fill="#c6dcff" fill-opacity="0.4"/><rect x="349.33428212492464" y="0" width="349.437266319769" height="98.21892752191357" fill="#c6dcff" fill-opacity="0.4"/><rect x="698.7715484446936" y="0" width="201.8126164443862" height="98.21892752191357" fill="#c6dcff" fill-opacity="0.4"/><rect x="0" y="98.21892752191357" width="349.33428212492464" height="96.02635411312872" fill="#c6dcff" fill-opacity="0.4"/><rect x="349.33428212492464" y="98.21892752191357" width="349.437266319769" height="96.02635411312872" fill="#c6dcff" fill-opacity="0.4"/><rect x="698.7715484446936" y="98.21892752191357" width="201.8126164443862" height="96.02635411312872" fill="#c6dcff" fill-opacity="0.4"/><rect x="0" y="194.2452816350423" width="349.33428212492464" height="96.79522188841807" fill="#c6dcff" fill-opacity="0.4"/><rect x="349.33428212492464" y="194.2452816350423" width="349.437266319769" height="96.79522188841807" fill="#c6dcff" fill-opacity="0.4"/><rect x="698.7715484446936" y="194.2452816350423" width="201.8126164443862" height="96.79522188841807" fill="#c6dcff" fill-opacity="0.4"/></g><g ><line x1="0" y1="0" x2="900.5841648890798" y2="0" stroke="#a9a9a9" stroke-width="1" /><line x1="0" y1="0" x2="0" y2="291.04050352346036" stroke="#a9a9a9" stroke-width="1" /><line x1="0" y1="98.21892752191357" x2="900.5841648890798" y2="98.21892752191357" stroke="#a9a9a9" stroke-width="1" /><line x1="0" y1="194.2452816350423" x2="900.5841648890798" y2="194.2452816350423" stroke="#a9a9a9" stroke-width="1" /><line x1="0" y1="291.04050352346036" x2="900.5841648890798" y2="291.04050352346036" stroke="#a9a9a9" stroke-width="1" /><line x1="349.33428212492464" y1="0" x2="349.33428212492464" y2="291.04050352346036" stroke="#a9a9a9" stroke-width="1" /><line x1="698.7715484446936" y1="0" x2="698.7715484446936" y2="291.04050352346036" stroke="#a9a9a9" stroke-width="1" /><line x1="900.5841648890798" y1="0" x2="900.5841648890798" y2="291.04050352346036" stroke="#a9a9a9" stroke-width="1" /></g><g ><text dy="20" y="-42" style='font: 20px "Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR; fill: #cccccc;' lengthAdjust="spacingAndGlyphs"></text></g></g><g width="349px" height="82px"  transform="translate(651.62, 499.56) scale(0.28464817821384325) rotate(0, 174.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="263.1839294433594" textLength="263.1839294433594" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
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+				fill="#1a1a1a" direction="ltr" font-weight="bold">RIN</text></g></g><g width="349px" height="82px"  transform="translate(651.62, 527.52) scale(0.28464817821384325) rotate(0, 174.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="141.88796997070312" textLength="141.88796997070312" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >mRNA</text></g></g><g width="349px" height="82px"  transform="translate(552.18, 499.56) scale(0.28464817821384325) rotate(0, 174.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="235.91995239257812" textLength="235.91995239257812" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
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+				fill="#1a1a1a" direction="ltr" >Library_2</text></g></g><g width="201px" height="82px"  transform="translate(751.09, 527.52) scale(0.28464817821384325) rotate(0, 100.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="67.77598571777344" textLength="67.77598571777344" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >9.2</text></g></g><g width="201px" height="82px"  transform="translate(751.09, 554.85) scale(0.28464817821384325) rotate(0, 100.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="67.77598571777344" textLength="67.77598571777344" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
+				fill="#1a1a1a" direction="ltr" >8.5</text></g></g><g width="349px" height="82px"  transform="translate(651.62, 554.85) scale(0.28464817821384325) rotate(0, 174.5, 41)"><g transform="translate(8, 8)"><text xml:space="preserve" x="0" y="48" width="141.88796997070312" textLength="141.88796997070312" lengthAdjust="spacingAndGlyphs" letter-spacing="0" font-family='"Noto Sans", Helvetica, OpenSans, Arial, sans-serif, Noto Sans Hebrew, Noto Sans, Noto Sans JP, Noto Sans KR' font-size="48" 
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diff --git a/docs/tools/odm-sdk/terminal/study/uploading-study.md b/docs/tools/odm-sdk/terminal/study/uploading-study.md
index 2066c20d..0ad51ea3 100644
--- a/docs/tools/odm-sdk/terminal/study/uploading-study.md
+++ b/docs/tools/odm-sdk/terminal/study/uploading-study.md
@@ -75,7 +75,7 @@ Additional optional parameters:
 ## Data model
 
 The script supports several data models:
-![Data Model](uploading-study/data-model.png)
+![Data Model](../../../../assets/data_model.svg)
 
 - Study - Samples - Omics data:
     - the script uses this data model if no parameters are specified for libraries or preparations loading;
diff --git a/docs/tools/odm-sdk/terminal/study/uploading-study/data-model.png b/docs/tools/odm-sdk/terminal/study/uploading-study/data-model.png
deleted file mode 100644
index c6f66249..00000000
Binary files a/docs/tools/odm-sdk/terminal/study/uploading-study/data-model.png and /dev/null differ
diff --git a/docs/user-guide/doc-odm-user-guide/doc-odm-user-guide/images/data-model.png b/docs/user-guide/doc-odm-user-guide/doc-odm-user-guide/images/data-model.png
deleted file mode 100644
index c6f66249..00000000
Binary files a/docs/user-guide/doc-odm-user-guide/doc-odm-user-guide/images/data-model.png and /dev/null differ
diff --git a/docs/user-guide/doc-odm-user-guide/import-data-using-api.md b/docs/user-guide/doc-odm-user-guide/import-data-using-api.md
index a8ca1678..ce3c0c71 100644
--- a/docs/user-guide/doc-odm-user-guide/import-data-using-api.md
+++ b/docs/user-guide/doc-odm-user-guide/import-data-using-api.md
@@ -47,7 +47,7 @@ The correct order of linking follows the system logic and available endpoints:
 - **Attached files** are linked directly to a **Study**
 
 
-![image](doc-odm-user-guide/images/data-model.png)
+![image](../../assets/data_model.svg)
 ## Data Loading via APIs
 To load the data via APIs each entity is created via a separate endpoint specific for
 this data type. Then they are sequentially linked in the Integration layer.