FAQ

Common questions about platform behavior and operations.

Can I run without external provider keys?

Yes. Mock LLM and mock workflow/video providers are enabled for local demo paths.

How does async billing avoid over-selling credits?

Async run creation reserves credits via wallet holds. Completion captures hold; failure/cancel releases hold.

Where can I inspect governance blocks?

Use Admin Audit Logs and Run detail pages. Block/review/insufficient-credit events are auditable.

What is the recommended first demo flow?

Home -> Sign in -> Dashboard -> Workflow detail -> Create run -> Run artifacts -> Billing -> Admin metrics.