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less than 3 hours

“transition from initial evaluation to full production use in less than 3 hours”

As published on nebius.com. Captured by usedby on Oct 7, 2026.

What happened

NormaCore uses Nebius S3-compatible object storage to retain robot telemetry and demonstration data, and Nebius serverless GPU instances to train vision-language-action models whose policies are then pulled back to robot fleets. This gives it a single provider for the loop from data capture to model deployment.

Summary written by usedby from the source page, in English. The figures are those of Nebius AI Cloud and NormaCore, not ours.

  • 24 hours“At a recent hackathon, a team of three developers used the combined power of NormaCore’s systems on Nebius to successfully complete a complex project in approximately 24 hours.”

Nebius provides both through a single integration: S3-compatible storage for long-term telemetry retention, and serverless GPU compute for training and inference. For NormaCore and its users, this means one provider, one bill, one integration point, and a unified workflow from data capture to model deployment.

From the page. nebius.com, captured Oct 7, 2026

A researcher running Station on an SO-101 arm can collect demonstrations into NormFS, push the dataset to Nebius object storage, spin up GPU instances for training, and pull the resulting policy back to the robot without stitching together three different vendors

Dmitriy Samsonov, Co-Founder, NormaCore, NormaCore. Source, captured Oct 7, 2026

What the story claims, and what we checked

We compared the story with its live page on Oct 7, 2026.

  • The figure: less than 3 hoursCheckedPrinted word for word on the page, near the name of NormaCore.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of NormaCore.
  • The numbers in our summaryCheckedEach one is printed on the page.
  • NormaCore uses Nebius AI CloudCheckedConfirmed line. Latest check across sources: Oct 7, 2026.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

23%“a 23% improvement in total cost of ownership (TCO) compared to the previous cloud deployment”Antioch uses Nebius AI Cloud. Another customer of Nebius AI Cloud7,000 hourscompute hours to train Converge-SCConverge uses Nebius AI Cloud. Another customer of Nebius AI Cloud10 days“expedited the 500-million-parameter model base pre-training in just 10 days”Helical uses Nebius AI Cloud. Another customer of Nebius AI Cloud