I thought there'd be some tool which for example stores the data in a SQL db, has a secruity model like RBAC, provides both a frontend and APIs so that data can be updated both manually and programmatically, along with being able to be queried by reporting endpoints etc
I'm guessing this is a common "We've outgrown the simplest thing that just works" solution and my google fu is failing me