Anyone have any recommendations on Raspberry Pi 4 PoE hat ... Amp2 hat leads me to believe that at least one layer of 40-pin stacking ... tiny 25x25mm unit per the Amazon ...

In those cases, you need the ability to run your Raspberry Pi on battery power. There are a few ways to do this, so let's explore each of them. Get a purpose-built Raspberry Pi battery kit.