It's all about how much interactivity you need. A lot of business web apps are full featured commercial software packed in SPA form. You will need a lot of stuff client side and without framework it will be a mess. Unless you write framework yourself but the you are reinventing a wheel.
I think unless you have a very low number of features or employees I don't see it working.
In my 3 previous companies I had similar issues so I think it's widespread.