diff --git a/docs/ModularizationLearningJourney.md b/docs/ModularizationLearningJourney.md
index b4933162c..56461ce73 100644
--- a/docs/ModularizationLearningJourney.md
+++ b/docs/ModularizationLearningJourney.md
@@ -85,7 +85,7 @@ how you can organize your project. In general, you should strive for low couplin
 
 ## Types of modules in Now in Android
 
-![Diagram showing types of modules and their dependencies in Now in Android](images/modularization-graph.png "Diagram showing types of modules and their dependencies in Now in Android")
+![Diagram showing types of modules and their dependencies in Now in Android](images/modularization-graph.drawio.png "Diagram showing types of modules and their dependencies in Now in Android")
 
 **Top tip**: A module graph (shown above) can be useful during modularization planning for
 visualizing dependencies between modules.
diff --git a/docs/images/modularization-graph.drawio.png b/docs/images/modularization-graph.drawio.png
new file mode 100644
index 000000000..fb5bc375b
Binary files /dev/null and b/docs/images/modularization-graph.drawio.png differ
diff --git a/docs/images/modularization-graph.png b/docs/images/modularization-graph.png
deleted file mode 100644
index 028320e7c..000000000
Binary files a/docs/images/modularization-graph.png and /dev/null differ