I had a business associate who never spent money, his company paid all of his bills, so he never filed an income tax return.
One day, the NY Times did a big story on him (he rented the Mir space station), someone in the IRS checked him out, found no tax returns, and then the fun began.
He ended up doing seven years in the slammer.
So yeah, tax fraud is a crime. So is business fraud.