Software shaped by how the work really happens
The same feature means something different in a bank, a clinic, a warehouse, or a factory. We learn the operating model first, then build the workflow, data, and controls around it.
Domain knowledge changes what gets built
A technically correct system can still fail if it ignores how decisions are approved, where data becomes trustworthy, or what an operator needs when the normal path breaks.
We bring patterns from similar operating environments, then validate them with the people doing the work. That shortens discovery without pretending every company works the same way.
- The vocabulary and states your teams already use
- The controls, exceptions, and evidence the work requires
- The outcome the system must improve after launch
Context changes the architecture, the priorities, and the definition of done
Nine domains we know well enough to argue about
Each sector has its own page covering the pressures we design around, what we build, and the technology we build it with.








