I don't understand this as a product. A larger iPad style wall mounted device might be successful if it managed many calendars and such. I have many Apple Intelligence capable devices and I've never used one AI feature on them so far. I can't imagine why AIs failure would delay this product.

"On device processing"? Are other finance apps incapable of adding and subtracting "on device"?