Javascript web applications served through Kentico pages

Let's say I have some Javascript web application on a web server (webserver) which makes calls to an application server (appserver). A user accesses webserver, which serves JS and all other static files. The JS served by webserver then just makes asynchronous REST calls to appserver to run the application. Not unlike most Javascript applications. Pardon the laborious explanation - just want to be clear. If my company implements Kentico and we want users to access the application as a Kentico page, can I simply serve my JS from the Javascript library (with all other static elements now in the CMS) into a responsive, styled section of the page? CORS provisions would be made on the application server.

I know that this can be done in general - just wondering if any feature or restriction within Kentico will preclude this functionality.