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Customer stories ยท Independent / creative
Indie developer & design studio

The work that should stay home, One isn't 'send everything to the cloud'

A LoRA fine-tune and a 500-frame render run on-device for $0, fully private, because One bursts only when it actually helps.

The challenge

Not every job belongs in the cloud. Small fine-tunes and batch renders fit a Mac, paying to ship them out wastes money and privacy.

Workload understanding

One found both jobs fit comfortably under 80% of a Mac Studio's 192 GB unified memory (โ‰ˆ114 GB and โ‰ˆ90 GB headroom), so it kept them on-device.

Best hardware for the job

On-device (Apple Silicon), no cloud hardware needed.

Completion

Ran locally; the data never left the machine and no instance was ever provisioned.

Outcome

$0 cloud
Cost
Data never left the device
Privacy
Full, no shrink-to-fit
Accuracy
โ€œIt just ran it on my Mac and told me why. No upload, no invoice.โ€
Run your workload in your own cloud.
Meet the Burst AgentAll stories

Representative composite story. Placement, hardware matching, and completion are real system behavior; figures are transparent, editable model inputs.

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