Where does your video actually go?
"Where does the video go?"
Every conversation about putting AI on cameras eventually reaches the same question, usually from someone on the security or IT side: where does our video actually go?
It's the right question. And for a lot of products, the honest answer is the whole problem.
Why "our cloud" is an expensive answer
If the answer is that footage streams to a vendor's cloud, a safety upgrade has just become something larger. Legal wants a data processing agreement. IT wants a security review. There's now footage of your staff and your operations sitting on a third party's servers, and a breach you'll eventually read about but can't control.
In 2026, data residency isn't a nice-to-have buried in an appendix. It's a line item in procurement. Buyers are asking, up front, where the data lives and who can touch it. A product that can't give a clean answer often doesn't make it to the pilot.
Privacy by architecture, not by promise
Dhi's answer is deliberately boring. The footage stays on site. The AI runs locally, on a box next to the cameras. The only thing that ever leaves is the event — the signal that says "someone's on the track at platform three" — never the raw video.
That's a different thing from a privacy policy. A policy is a promise about what a company will do with data it holds. Architecture is about not holding the data in the first place. The most private version of your video is the one that never left the building, because a system that never collected your footage can't leak it, sell it, or lose it.
Dhi is SOC-2-ready and GDPR-aligned by design. But the deeper point is structural: it's architecturally uninterested in your raw footage. It needs the event, not the recording.
What this unlocks
When footage stays on-prem and only events leave, the compliance review gets shorter, because there's far less to review. Data residency stops being a blocker, because the data never moves. And the risk surface shrinks, because there's no central pile of everyone's video to attack.
Safety and privacy are usually framed as a trade-off. On the edge, they stop being one. You can watch every feed for the moment that matters and still keep every frame on your own premises.
If a vendor's privacy story starts with "our cloud," ask what happens to that story the day they have a breach. Then ask what a system looks like that never needed your video at all.