There are many many thorny issues to be untangled. It's not as simple as saying "we're leaving"; Britain's membership in the EU is a complex thing that's going to take a lot of work to dissolve. The Article 50 negotiations are about those issues, not a future trade deal.
If you just walk away, you leave a mountain of chaos that would have to be handled in courts.