I couldn’t find anything in that document or the blog that answers the most basic question - is it going to be an app?

It literally contradicts itself at one point:

“It will also be stored directly on your own device - just like contactless payment cards or the NHS App today.”

An app has totally different capabilities from a card in a wallet.