Abstract Context Regulatory authorities require proofs from critical systems manufacturers that the software in their products is developed in accordance to prescribed development practices before accepting the product to the markets. This is challenging when using DevOps, where continuous integration and deployment are the default practices, which are not a good match with the regulatory software development standards. Objective We aim to bring DevOps and regulated software development closer to each other. First, we want to make it easier for developers to develop regulated software with tools and practices they are familiar with. Second, we want to allow regulatory authorities to build confidence on solutions provided by manufacturers by defining a mapping between DevOps and regulatory software development. Method We performed a literature survey and created research suggestions using exploratory research. Results Tighter integration between development tools, requirements management, version control and deployment pipeline would simplify the creation of regulatory compliant development practices. Conclusions Regulations could be improved for more agile and incremental method in quality approval, the final step before the actual deployment of the software. Improved development practices and tool integration, created in cooperation by tool vendors, system providers, and regulatory authorities, could support developers who are not comfortable with fixed, and rigid practices of regulated software development.