I'm not sure what Eric is referring to when he says 'solid state' batteries but assuming it means that Dyson is working on a new type of battery that is probably where they are expecting to get the advantage over Tesla and other e-car manufacturers.

Batteries are currently the cost and performance limitations on e-cars so a technical breakthrough could be a major advantage.