APIs and server-side computational services that expose scientific datasets, models, algorithms, and research functionality.
Services can include data APIs, model inference, computational jobs, asynchronous processing, authentication, and result delivery.
They can support scientific websites, research platforms, computational tools, and integrations between research systems.
Implementation is selected according to the available data, technical constraints, required level of automation, and the existing software or research environment. The solution can be implemented as a standalone component or integrated into a larger system.
The resulting system is intended to provide a clear computational workflow that can be evaluated, maintained, and extended as the project develops. Model choice, data processing, interfaces, and deployment can therefore be adapted to the requirements of the specific project.