Production began without a finished script. Scenes were often written the day of filming. During one driving sequence, Tom Cruise actually had to read his lines off cue cards attached to his windshield, which resulted in a minor car accident. For subsequent driving sequences, Cruise was fitted with a special earpiece to have lines fed to him.
At Daytona for the final race of the movie "Gentlemen Start Your Engines" is the voice of Burt Reynolds
Some footage for the movie was shot during the 1990 Daytona 500. Two additional cars, driven by Bobby Hamilton and Tommy Ellis, were added to the rear of the field for the express purpose of shooting them for this film. They were not officially scored, and left the racetrack after one hundred miles (forty laps) were completed. At one point in the race, leader Dale Earnhardt even lapped the movie cars.
The movie was conceived by Tom Cruise when he and Paul Newman were allowed to test one of Rick Hendrick's race cars. Tom's first lap was in excess of 180 miles per hour.
The scene where Cole and Rowdy destroy a pair of rental cars by racing them through the city streets loosely referenced early 1950s NASCAR superstars Joe Weatherly and Curtis Turner, each of whom were known to rent cars, race, and crash them with abandon.