Metromile's insurance targets the two-thirds of American drivers, primarily urban dwellers, who rack up fewer than 12,000 miles on the odometer each year. "There's a huge number of people who are overpaying for their insurance," CEO Dan Preston told Fast Company. On average, the company says, Metromile drivers save 50% to 60%, or about $500 a year, on their policies.