Trinnov appear to have made the strategic decision a few years ago that their architecture would change from PC to ARM.
I think the intention is to improve processing, cost, and thermal efficiency, so their products can be faster, smaller, lighter, cheaper, cooler as well as work better.
The first fruit of this change was the Nova, more of an audio interface than a processor.
That definitely had ARM based processing, and was much slimmer than the D-Mon or ST2, and I bet it was much cheaper to make.
The Altitude, ST2 and the D-Mon clearly have a PC back plate, and the Nova does not, it just has a linear row of connectors from the (nearly) single board architecture.
The second stage appears to be the Altitude CI, which has a similar linear row of connectors like the Nova, except that it has a second row of HDMI connectors associated with the HDMI processing and audio decoding card that audio processors always need, but that the Nova did not. Like the Nova, the ALCI doesn't have a PC backplate.
I suppose it's possible that the ALCI is still PC based, but I think it's very unlikely.
It's the end result that counts, so I don't care what their solution is, but it does look like Trinnov aren't resting on their laurels, and have fully embraced their new way forwards.