diff --git a/docs/architecture.md b/docs/architecture.md
index 2722ebb..f1142e9 100644
--- a/docs/architecture.md
+++ b/docs/architecture.md
@@ -6,6 +6,8 @@ The `autopilot-demo` repository is designed to integrate with the Coding-Autopil
 
 The following diagram illustrates how a CI failure in this repository cascades through the CAS ecosystem to ultimately produce a generated fix.
 
+![Visual Diagram](assets/autopilot_demo_architecture.png)
+
 ```mermaid
 sequenceDiagram
     participant Dev as Developer / Trigger
diff --git a/docs/assets/autopilot_demo_architecture.png b/docs/assets/autopilot_demo_architecture.png
new file mode 100644
index 0000000..0437442
Binary files /dev/null and b/docs/assets/autopilot_demo_architecture.png differ