The US version of Amazon has today announced Kindle Unlimited: for about ten dollars a month, you become a subscriber. It says here that you can rent as many books as you like but people are already discovering that not all authors are available.
That will change and at some point presumably the Kindle Unlimited service will come to the UK. But until it does, take a look at a video on the Amazon US site that explains how it all works.