Organisations demand capabilities that are operable and scalable across a range of disparate platform technologies. The architectural patterns that achieve this are not unique to a single organisation, Infrastructure as Code (IaC) tool, or user interface choice. What platform teams need is a clearer model for what a scalable capability looks like so that every new capability does not become another special case to integrate, govern, and operate.