CAPABILITY · AI INFRASTRUCTURE
The model is not the product. It is a layer inside a system.
GPUs, serving, models and APIs are parts of one infrastructure: the value is making inference stable, observable and connectable to applications.
Self-hosted when control and cost matter. APIs when the problem justifies them.
An agent is useful if it has a task, a context and a point where it stops.
Retrieval over normalised data. A prompt does not repair a messy domain.
The architecture
Tell me the starting point: a problem, an idea, a process or a brand. You don’t need a perfect brief — just know what needs to change.