Fan and Light control

I am trying to come up with a way to make my ceiling fan smart. In a different room it was easy. I had a fan with a dimmer switch and a fan control. I changed out the switches with the GE dimmer and GE Fan controller. It works great. I would like to do something similar in my bedroom. The fan is setup a little different in there. Any suggestions would be helpful.

Single toggle switch on the wall turns fan and light power on or off
Allen and Roth fan/light combo without pull chains
the fan and the light on both controlled by a remote similar to this one

Any ideas?

Did you see this?

I saw that, but it didn’t know if that would work since my fan doesn’t have pull chains.

Works great with the older pull chains. Zoom in on my pictures and you will see that is exactly what I have there hanging at the bottom of the fan.