Case studies · Real deploymentsEight deployments, measured at the source.
Each story states the environment it ran in and how its result was measured. Choose a sector, read the overview, open the one closest to your own infrastructure.
They deleted 93% of their evidence
14,847 cameras, and video dropped after 7 days because storing 4.7 petabytes a month at cloud rates was unaffordable. Processing moved to the cameras.
When your satellite window is 4 minutes
Unmanned vessels needed model updates over links that cost $14 a minute and dropped constantly. Updates now reach almost the whole fleet in three days.
Their UUV had to surface to think
The vehicles collected acoustic data fine, but classifying it meant surfacing to phone home. Inference moved onto the vehicle instead.
Their RIC was deciding on 2-second-old data
Open RAN promises intelligent optimization, but telemetry took 2.3 seconds to arrive. Processing moved to the cell site.
12 million security events a day, and a VSOC of four
A European OEM shipped connected services to 2.3 million vehicles at 47GB per vehicle per day. Filtering in the car left a queue a small team could actually work.
They deleted 93% of their grid data
Tens of thousands of substation sensors, and their readings deleted after 7 days on cost alone. Indexing moved into the substations and the data stayed.
Their AWS bill was higher than their drone fleet
2.7TB of drone imagery uploaded daily through fire season, while clients waited days for maps that took four hours locally.
When 150ms is too slow for live sports
On-screen stats lagged the action by a visible half second, so fans saw the replay before the score updated. Rendering moved into the venues.
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