I have Lemonade for my home insurance. It's been reliable for several years and the customer service is great. I don't have a self-driving car but I wouldn't hesitate to sign up. Their rates are very affordable.

I've had their Home Insurance since they started up and grabbed their car insurance a couple years ago. Competitive price, excellent customer service, no notes.