diff --git a/README.md b/README.md
index 1c91b050e..ff278fc9a 100644
--- a/README.md
+++ b/README.md
@@ -16,9 +16,9 @@ MLOps & FinOps open source platform to optimize any cloud workload performance a
 [![License](https://img.shields.io/badge/License-Apache%202.0-orange.svg)](https://opensource.org/licenses/Apache-2.0)
 <img src="documentation/images/clouds.svg" height="20" /> <img src="documentation/images/cloud icons/aws-cloud.svg" height="20" />
 <img src="documentation/images/cloud icons/azure.svg" height="20" /> <img src="documentation/images/cloud icons/google.svg" height="20" /> <img src="documentation/images/cloud icons/alibaba.svg" height="20" /> <img src="documentation/images/cloud icons/k8s.svg" height="20" />
-<img src="documentation/images/controlled-budget.svg" height="20" />
-<img src="documentation/images/number-customers.svg" height="20" />
-<img src="documentation/images/number-ML-teams.svg" height="20" />
+![Budget](https://img.shields.io/badge/Budget%20controlled-%24346M-green)
+![Customers](https://img.shields.io/badge/Customers-183-orange)
+![ML Teams](https://img.shields.io/badge/ML_teams-516-blue)
 
 </div>
 <br>
diff --git a/documentation/images/controlled-budget.svg b/documentation/images/controlled-budget.svg
deleted file mode 100644
index c243b114f..000000000
--- a/documentation/images/controlled-budget.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewBox="0 0 154.31914 20"><defs><style>.a{fill:none;}.b{clip-path:url(#a);}.c{fill:#555;}.d{fill:#97ca00;}.e{fill:url(#b);}.f{isolation:isolate;font-size:11px;fill:#fff;font-family:Verdana;}</style><clipPath id="a"><rect class="a" width="154.31915" height="20" rx="3"/></clipPath><linearGradient id="b" x1="-373.92585" y1="271.4" x2="-373.92585" y2="272.4" gradientTransform="translate(50182.93672 -5428) scale(134 20)" gradientUnits="userSpaceOnUse"><stop offset="0" stop-color="#bbb" stop-opacity="0.1"/><stop offset="1" stop-opacity="0.1"/></linearGradient></defs><title>controlled-budget</title><g class="b"><rect class="c" x="-22.02128" width="129" height="20"/><rect class="d" x="106.97872" width="47.34042" height="20"/><rect class="e" x="-0.57447" width="154.89361" height="20"/></g><text class="f" transform="translate(4.71505 13.97864)">budget controlled</text><text class="f" transform="translate(112.28951 13.97864)">$346M</text></svg>
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diff --git a/documentation/images/number-ML-teams.svg b/documentation/images/number-ML-teams.svg
deleted file mode 100644
index 1ff99a4c4..000000000
--- a/documentation/images/number-ML-teams.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewBox="0 0 139.68085 20"><defs><style>.a{fill:none;}.b{clip-path:url(#a);}.c{fill:#555;}.d{fill:#00c4ff;}.e{fill:url(#b);}.f{isolation:isolate;font-size:11px;fill:#fff;font-family:Verdana;}</style><clipPath id="a"><rect class="a" width="139.68084" height="20" rx="3"/></clipPath><linearGradient id="b" x1="-373.92585" y1="271.4" x2="-373.92585" y2="272.4" gradientTransform="translate(50182.93617 -5428) scale(134 20)" gradientUnits="userSpaceOnUse"><stop offset="0" stop-color="#bbb" stop-opacity="0.1"/><stop offset="1" stop-opacity="0.1"/></linearGradient></defs><title>number-ML-teams</title><g class="b"><rect class="c" x="-22.02128" width="127.31915" height="20"/><rect class="d" x="104.97035" width="34.7234" height="20"/><rect class="e" x="-0.57447" width="154.89361" height="20"/></g><text class="f" transform="translate(4.88525 13.08142)">ML team number</text><text class="f" transform="translate(111.94909 13.08142)">516</text></svg>
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diff --git a/documentation/images/number-customers.svg b/documentation/images/number-customers.svg
deleted file mode 100644
index 8e2d8bd87..000000000
--- a/documentation/images/number-customers.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewBox="0 0 142.21276 20"><defs><style>.a{fill:none;}.b{clip-path:url(#a);}.c{fill:#555;}.d{fill:#ffbc00;}.e{fill:url(#b);}.f{isolation:isolate;font-size:11px;fill:#fff;font-family:Verdana;}</style><clipPath id="a"><rect class="a" width="142.17021" height="20" rx="3"/></clipPath><linearGradient id="b" x1="-373.92585" y1="271.4" x2="-373.92585" y2="272.4" gradientTransform="translate(50182.93672 -5428) scale(134 20)" gradientUnits="userSpaceOnUse"><stop offset="0" stop-color="#bbb" stop-opacity="0.1"/><stop offset="1" stop-opacity="0.1"/></linearGradient></defs><title>customer-number</title><g class="b"><rect class="c" x="-22.02128" width="129.87234" height="20"/><rect class="d" x="107.69376" width="34.7234" height="20"/><rect class="e" x="-0.57447" width="154.89361" height="20"/></g><text class="f" transform="translate(4.71505 13.08142)">customer number</text><text class="f" transform="translate(113.82143 13.08142)">183</text></svg>
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