Ideas from the field.
Built for the real world.
What we’re learning about vision AI, from the first camera connection to the decisions that follow.
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Field notes
What a false positive actually costs you
Every alert nobody trusts is a shift spent scrubbing footage. A short accounting of what a noisy model does to a security team, and the two numbers worth watching.
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Deployment
Adding AI to cameras you already own
A walkthrough of connecting existing recorders over RTSP, what bandwidth to expect per site, and where a rip and replace is still the honest answer.
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Platform
Scoring a model before it sees a live camera
How a compliance score is built from real footage, and why a pass/fail log beats a confidence average.
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Field notes
Drawing zones that survive a shift change
Zones drawn around today's layout break by Friday. Six rules for defining them on the floor plan so they hold when the yard moves.
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Putting an owner and a clock on every incident
Alerts without an assignee become a backlog. What a four stage case lifecycle looks like in practice, and how to set an SLA nobody games.
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Platform
The audit trail nobody asks for until they do
When someone asks what happened and who signed off, the answer should already be written down. What to log, and what to keep out of it.
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12 articles in All, page 1 of 2
