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AI & Robotics / Computer vision

Vision that catches defects at line speed.

Camera mount, lighting, eval sets, and alert routing for inspection on moving lines — measured by catch rate, not demo reels.

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Catch rateMetric locked before spend
MountCamera and lighting in plan
EvalLive product, not studio
AlertsRoutes operators use
Computer vision Computer vision Computer vision

AI & Robotics

From camera mount to production alerts

We lock the success metric, instrument the line, and ship alerts where quality teams already work.

  • Defect and object detection on moving lines
  • Lighting and camera placement in scope
  • Eval sets from live product
  • Alert routing to shift owners

Scope

What this engagement covers.

Hardware

Cameras, mounts, and lighting.

Models

Trained and scored on your product.

Ops

Alerts with false-positive budgets.

Owner

Named lead through production weeks.

Have a line ready for vision inspection?

Send a short brief. A producer replies the same business day. contact@360xcel.com

Ready to build?

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