But more recently the brothers had come back from Europe where they were with insurance start-up Finance Fox and they were looking to use a technology approach to insurance.
The pair point to the success of US insurance start-up Lemonade which has used chat-bot technology to speed up claims.
"Lemonade in New York is a good example of the sort of thing we would like to achieve."
Coon said consumer research pointed to claims being both the best and worst thing about dealing with insurers.
Lemonade promises to pay out claims within three seconds and Coon believes it is plausible that Cove Insurance will be able to offer the same service here for straightforward claims.
The company plans to launch in the first quarter of next year and will focus on providing car, house and contents insurance, with an initial focus on one of those areas.
Coon said it hoped to use a lot of artificial intelligence technology, including image recognition.
Photos of people would allow the company to identify customers, and work out their age and general health.
Photos of a car would help it pre-populate data based on number plate details and photos of contents could help with working out how much an item was worth and with prevention of dishonesty claims.
Coon said Cove hoped to tap into a growing proportion of the population that did not want to speak to a person on the phone, although people will also be able to speak to a person if they want to.
"I think a younger market will naturally gravitate towards it," he said.
The company will partner with a yet to be announced significant player in the insurance industry who would have all the capital and licensing requirements needed.