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@@ -42,7 +42,7 @@ There are also products for water usage monitoring that are based on existing co
 
 If your water meter lacks a rotary disk, magnetic disk, or coil. There are alternative solutions available to seamlessly integrate water monitoring into your smart home setup:
 
-- [AI-on-the-edge-device](https://github.com/jomjol/AI-on-the-edge-device) is a project running on an ESP32-CAM and can be fully integrated into Home Assistant using the Home Assistant Discovery Functionality of MQTT. It digitalizes your gas/water/electricity meter display and provides its data in various ways.![Photo of the AI-on-the-edge-device Workflow](/images/docs/energy/
+- [AI-on-the-edge-device](https://github.com/jomjol/AI-on-the-edge-device) is a project running on an ESP32-CAM and can be fully integrated into Home Assistant using the Home Assistant Discovery Functionality of MQTT. It digitalizes your gas/water/electricity meter display and provides its data in various ways.![Photo of the AI-on-the-edge-device Workflow](/images/docs/energy/ai-on-the-edge-device.jpg)
 
 If you have a Culligan Water Softener, you may be able to interface with the inbuilt `DEBUG PORT` and receive water usage stats including `Gallons` (gal), `Gallons Per Minute` (gal/min), and `Gallons to Recharge` (gal):