An architecture that can only be used by architects is the equivalent of a self-licking ice cream cone: an interesting achievement from an academic point of view, but of no practical use.

Service-oriented architecture (SOA) emerged in the early part of this century as an evolution of distributed computing. Before SOA, services were understood as the end result of the application ...

Data architecture translates business needs into data and system requirements, ... A container orchestration system, such as open-source Kubernetes, is often used to automate software deployment, ...

We create the headless data architecture via a shift-left approach. The following chart highlights the general idea. We significantly reduce downstream costs by shifting the work to the left.