How it should work
Plans plus usage, separated cleanly
A plan should decide who can collaborate and which platform workflows are available. Usage should show what each Workspace actually consumed, so teams can see which model, run, dataset, or deployment created the bill.
Model usage
Chat, image, video, embedding, and evaluation calls. Final meters depend on provider and hosted capacity.
Workspace jobs
RAG indexing, fine-tuning, deployment, evaluation, and batch runs. Jobs are tracked per Workspace.
Storage
Datasets, generated assets, logs, traces, model artefacts, and compliance records.
Support
Preview support is lightweight now. Custom plans can include guided setup and operational reviews.