How do you monitor aircraft movement without drowning in false alerts?
In this demo, @colingagich shows how Sertn uses segmentation to understand aircraft geometry, not just bounding boxes, to better identify potential airside safety events.
Watch the aviation demo below.
Workplace safety is visual, contextual, and often happening in motion.
Computer vision can detect people, hard hats, hi-vis vests, gloves, and ear protection in the same scene, helping teams monitor PPE compliance and unsafe conditions.
Sertn makes it easier to build, deploy, and verify these workflows.
https://t.co/iDkNXZRMUU
A drifting car is not just an object in a frame. It is motion, risk, and behavior unfolding over time.
Sertn helps teams build computer vision workflows for video, from annotation and training to deployment and verifiable inference.
1/ AI coding agents are speeding up software work, but every extra pull request also creates a new audit problem.
Who made the change, which model produced it, what context was used, and how do teams review the output later?
1/ Manufacturing inspection often comes down to small visual differences that are easy to miss at scale.
In this demo, @hudsongrae_me walks through a full Sertn workflow: video upload → auto-labeling → model training → inference on copper-coloured thread sections.
1/ Computer vision can detect the aircraft. The harder question is whether the detection can be trusted later, when someone asks which model ran, what it saw, and why the output mattered.
In aviation, visibility is not enough. The AI decision needs a record.
Frontier model launches are starting to look less like software releases and more like controlled infrastructure rollouts.
If access is gated, monitored, or staged, the next question is obvious: how do we verify what these systems did once deployed?
That’s where Sertn fits.
1/ AI agents are quickly becoming part of enterprise workflows, but ownership is still unclear.
When agents act across payroll, contracts, approvals, or operations, the risk is not only that they make mistakes. It is that nobody can clearly reconstruct what happened.