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Customer stories · 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 (≈114 GB and ≈90 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
“It just ran it on my Mac and told me why. No upload, no invoice.”
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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