Articles by Justin Bériot

A smiling man with short brown hair, Justin Beriot, stands in front of a dark geometric background.

Attribute timeline: catch errors faster

February 4th, 2026|

Tracking attribute changes across sequences shouldn’t feel like detective work. Yet that’s been the reality. To check if attributes were correct, you opened frame 1, checked the sidebar, moved to frame 2, checked again, moved to frame 3. One by one through the entire sequence. Miss a single frame where [...]

Introducing warnings: catch issues before they matter

October 15th, 2025|

We’ve added a new Warning System to Segments.ai that helps teams catch common annotation mistakes early, before they ship, get reviewed, or slow down your pipeline. Warnings are customizable, easy to trigger, and tightly integrated into the labeling and review flow. Why we built this Reviewing annotations at scale is [...]

A new timeline for tracks: more clarity, less guesswork

September 10th, 2025|

We’ve redesigned the track timeline in Segments to make it easier to see what’s changing and where. The old timeline compressed too much information into too little space. The result: tedious workflows, accidental data loss, and a lot of unnecessary clicking. This update introduces a new layout system, a reimagined [...]

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