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Hello from Awiros: Vision AI on cameras that already exist
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Hello from Awiros: Vision AI on cameras that already exist

DEV Community: computervision·Awiros·4 days ago
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We're Awiros. We write software that turns existing CCTV and inspection cameras into something operators can actually use: real-time alerts, searchable evidence, and a bit less "stare at a wall of screens forever."

This is our first post on DEV. We'll keep the product pitch short and talk like engineers who have lived with RTSP drops, flaky discovery, and models that look great in a notebook and weird under sodium lighting.

The boring problem that still isn't solved

Cameras are already everywhere: plants, campuses, rail platforms, data centers, event venues. Most of that video is recorded, stored and never watched. People can't watch it at scale. So teams either over-alert, under-alert, or give up and treat video as a forensic archive after something goes wrong.

Our bet is simple.…

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