Transportation Finance Innovation Demonstration Act of 2010 - Amends the Internal Revenue Code to impose a vehicle mileage tax on mobile mounted concrete boom pump vehicles. Defines "mobile mounted concrete boom pump vehicle" as a vehicle which is mobile machinery and on which the mounted machinery consists of a concrete boom pump and related subordinate parts.