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Half a billion hours: a year of video agents, by the numbers

Ninety million automated actions, one hundred thousand cases, two thousand agents built. What one platform's 2025 tally says about where the work actually is.

By Daniel Reyes · 2 min read
Man seen from behind facing a wall of monitors showing camera feeds
A wall of video feeds. Figures from Spot AI's year-end note to customers, November 2025. Photo: Samon Yu / Pexels

Companies love a year-end round-up, and most are confetti. I read Spot AI's November 2025 note to customers twice, because the numbers, taken together, describe a shift in what cameras are for.

The tally

  • More than half a billion hours of video streamed across the platform in 2025.
  • Ninety million automated actions, such as flashing a light or sounding a speaker.
  • Over 100,000 Cases created to investigate incidents and share footage.
  • More than 2,000 AI agents built by customers.
  • Deployments across more than 20 industries.

What the ratios say

Take the first two together. Half a billion hours of footage produced ninety million actions, roughly one action for every five and a half hours of video. For most of the history of CCTV the ratio was effectively zero: footage was recorded, and almost none of it was ever watched, let alone acted on.

Now the third number. A hundred thousand cases is a hundred thousand times somebody decided an event was worth documenting and sharing with a colleague, an insurer, or the police. Each of those is a clip with a note attached and someone to send it to, and the recorder era produced almost none of them.

The most-used agent was the least glamorous

The note named the year's most-used agent, and it was missing-PPE detection, ahead of anything that would headline a keynote. It checks whether a hard hat and a vest are where they should be. Safety managers built the detector because a safety manager's day is spent on exactly that, and because the outcome, fewer injuries and fewer citations, is one a finance team recognises.

That is consistent with everything else the company has published. Its 2024 launch release led with a claimed 40 percent injury reduction in manufacturing. Its largest customer stories are about forklifts, near-misses, PPE and citations. Buyers still describe what they want as security, and then use the system for safety.

Caveats

These are one vendor's numbers about its own platform, published in a customer newsletter, without independent audit. Streaming hours count every camera that is switched on, whatever it happens to be pointed at. "Automated actions" includes routine alerts. Treat them as an order of magnitude.

Even so, I think the shape holds. Industry estimates put the number of installed cameras worldwide at around a billion, and most of them still record for nobody. On this one platform, half a billion hours of video produced ninety million responses in a year.