The data struggle is real. Last generation and even newer technologies are limiting and lead to silos across the organization, which hinder innovation, collaboration, and access to data. DataOps has emerged as a practice to bring together functions from across the organization, including data scientists and engineers, to make data work harder and turn it into value quicker. MapR has been working hard for many years to make DataOps more effective. The way we did that is with a very innovative technology platform that really thought about the comprehensive needs of the DataOps community.