It is very doable...but a great deal of work!!!
To test the type of clay and the labor involved, fined a
local potter or ceramics
class and learn how to "process raw clay." There is a
enough on the internet to learn this well. Then fire test tiles and other shapes for the clays characteristics, handling features and durability.
Good luck...It is fun but lots of work...