Is model spend included?
Studio is the platform. Research, models, and media spend against the budget on the organization, never past the number you set.
What is a sandbox?
A full org with agents, tasks, and approvals. Use demo data, or run once for real to see the pipeline before you pay.
Can I leave publish off?
Yes. Publish stays off until you approve. Auto-publish is opt-in and off by default.
What happens at the cap?
The run pauses and asks. Rivera does not keep spending to finish a task once the budget is gone.
Can I take my work with me?
Yes. Export artifacts and cut access any time. Your product and data remain yours.
Do you train on my runs?
No. Organizations, artifacts, and connected mail stay yours. We do not train on them.