Continuous Delivery is a software development discipline where the software is always kept in a release ready state. It has proven to be a challenge for companies to adopt the practices of Continuous Delivery, but the benefits it brings may well be worth overcoming the challenges the adoption process brings. But the problem with the challenges is that they appear to be unknown, different adoption cases report different problems, some even consider something a solution whilst another case considered the same subject to be a problem. Thus adopting Continuous Delivery is a tricky process. But the tech company IST is interested in adopting Continuous Delivery and are looking to take a soft start by adding new functionality to their service-oriented system, this functionality is to be able to run multiple versions of their services at the same time. This study has implemented this functionality in their system and then researched possible issues or benefits the functionality would have towards Continuous Delivery. Finally, a discussion was made on how the author thinks approaching Continuous Delivery should be done by any company or developer interested.