06 / RELIABILITY, COST & EXPORT

Keep long generations recoverable and accountable.

V1 treats production as a durable process with retries, resume state, cost visibility and organized outputs.

Retry / resumeCost trackingOrganized export
Retry / resumeV1
Persistent generation stateV1
Cost trackingV1
Organized asset exportV1

Retry / resume

Continue interrupted generation work without restarting the entire project or batch.

Persistent generation state

Save job status, selections and results locally so production can recover and continue later.

Cost tracking

Track generation usage and estimated costs so long-form production runs remain visible.

Organized asset export

Store narration, images, videos and related metadata in predictable project folders for downstream finishing.