diff --git a/templates/case-study/grundium-ubuntu-pro-for-devices.html b/templates/case-study/grundium-ubuntu-pro-for-devices.html
index a3733ef6fec..248d758d3b8 100644
--- a/templates/case-study/grundium-ubuntu-pro-for-devices.html
+++ b/templates/case-study/grundium-ubuntu-pro-for-devices.html
@@ -152,7 +152,7 @@
   {%- call(slot) text() -%}
     {%- if slot == 'content' -%}
       <p>
-        Ubuntu’s ecosystem means that all of the packages needed to run the microscope, and to run the ML model, were ready for use. Alternatives would have been more laborious and required more work on the developer side.
+        Ubuntu’s ecosystem means that all of the packages needed to run the microscope were ready for use. Alternatives would have been more laborious and required more work on the developer side.
       </p>
       <p>
         A reduced build time is only half of the story: the question of maintenance for security and stability remained. Ubuntu Pro for Devices was the logical next step for Grundium, in order to build upon the progress they had already made with Ubuntu. Through a single subscription, Grundium were able to take the burden of maintaining multiple open source packages away from their developers, safe in the knowledge that through over-the-air updates, their microscopes would remain both secure and functional, with minimal disruption.