Hi,
It helps us to know what make/model old AC roof unit and control box you have along with the old T stat. Or even better, a picture of the wiring diagram on the side of the AC roof unit, the inside control box and the old T stat.
We also need to know what type (make and model) of new digital T stat you are using. There are many types, some will work with the older analog control boxes, some won't.
What little you told, it is a Duo Therm AC, which points to a Dometic. Most of the older Dometic's have a 6 wire white plug from the roof unit to the control box. Is that correct?
But you did say you had a large wire harness, that points to the ducted system and Duo Them points to Dometic
I'm going out on a limb here guessing what you have, does the control box in the ceiling below the roof unit looks like this?
![](https://live.staticflickr.com/65535/49021397288_579d264569_o.jpg)
Does the inside that metal box looks like this?
![](https://live.staticflickr.com/4702/39689078841_e10f8c300b_o.jpg)
And does the wall thermostat look like this? With the cover plate off.
![](https://live.staticflickr.com/4593/38633487664_ef245b4da9_o.jpg)
![](https://live.staticflickr.com/4684/25472318158_bf3bfa143d_o.jpg)
If the answer is yes to both of those questions, you have the older Dometic ducted air analog control system.
To upgrade the T stat to a digital into that older system, you need to buy a new T stat that has dry contacts in it. Dry contacts meaning a relay with an normally open contact that will close to create a call for heat signal. The digital type of T stats I'm referring too often have batteries (2 AA batteries etc) in them to get the power to run the T stat.
If your furnace is also controlled by the same T stat now, then new digital ones can also control the old furnace. But again the system needs to have a new digital T stat that has a relay interface.
Give us a little more to go on with what you have, and we can help better.
I have done many upgrades on the older Dometic analog systems with Hunter digital T stat, approx $30.
Hope this helps
John