Case studies
Climate
Orbit Labs
Orbit Labs

Petabyte-scale satellite vision for flood and ice models, cooled by the fjord.

Orbit Labs turns satellite imagery into flood and sea-ice forecasts. Running a climate model on a hall that uses water to cool itself no longer made sense.

Industry
Climate
GPUs
768
Site
N-01
Live since
June 8, 2026
Petabyte-scale satellite vision for flood and ice models, cooled by the fjord.
Orbit Labs
N-01
0 L
Water used for cooling
4.2 PB
Imagery processed per month
6 h
From image to flood map

A climate company with a water problem

Orbit Labs builds flood and sea-ice models from radar and optical satellite imagery. Their customers are insurers, port authorities and national weather services across the Nordics.

Their previous provider cooled its halls with evaporative towers. When a customer asked how much water went into a single flood forecast, the honest answer was uncomfortable.

“The question came from a hydrologist. We wanted a better answer than a footnote.”

Imagery in, maps out

Orbit Labs moved its vision pipeline to 768 H200s on N-01, with a 6 PB object store in the same hall. Imagery arrives over a direct link from the ground stations at Tromsø and Svalbard, so raw data never crosses a public cloud.

The pipeline in Hall A

  • Ingest and tiling on CPU nodes next to the storage.
  • Segmentation and change detection on the GPU pod.
  • Forecast models that run every six hours during flood season.

What changed

Flood maps now reach customers six hours after a satellite pass, down from thirty. The hall uses no water for cooling, and every kilowatt-hour is traced to Nordic hydro, which Orbit Labs now reports to its own customers alongside each forecast.

Climate
“We model floods for a living. Cooling our GPUs with drinking water was a contradiction we could finally stop explaining.”
Erik Halvorsen
0 L
Water used for cooling
Erik Halvorsen
Orbit Labs
768
GPUs ·
N-01
02
Contact
Q1 2027 allocation is open

Your next run,
in Narvik.

Tell us cluster size and start date. An engineer replies within one working day.

Plan capacity