CaseDesk charges for the control plane, routing, and operations. Your organisation pays its infrastructure or inference provider directly.
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Fine-tune an approved open-source model in infrastructure your organisation controls. CaseDesk scopes the workload, guardrails, and operational support with you; your organisation remains responsible for the training compute.
These three endpoint capabilities run server-side in the inference proxy. Any compatible client that calls your endpoint benefits from them when the selected workload requires them.
Your endpoint can search the web server-side when the workload allows it. Every caller gets the same behaviour without needing custom tool-loop code.
Your endpoint can fetch and read a specific URL server-side. Clients keep sending normal chat requests while CaseDesk handles the retrieval path behind the proxy.
One URL. The endpoint can classify each incoming request and pick the best specialist model within your workload envelope. The caller still sees a normal completion response.