Automotive
Surface Defect Detection
Machine vision spots it. Video-to-action AI stops it. Dents, scratches, paint defects, and panel gaps caught and actioned before the body leaves the station.
Assembly Verification
Parts, fasteners, cables, and components verified in real time at every stage. No more static machine vision checks. Video-to-action AI closes the loop automatically.
Weld & Join Quality
Weld seams, joints, and structural irregularities caught and rejected on the spot. Video-to-action AI rejects what machine vision can't.
Line Efficiency
Live video AI that tracks cycle times, stoppages, and bottlenecks to boost throughput.
More than machine vision. Video-to-Action AI for automotive.
“What's great about working with Maneva is it allows us to tackle very hard to automate jobs.”
Manual Visual Inspection Is Failing Your Production Line
82 inspectors examined nuclear-grade parts under study conditions and got 29% of their decisions wrong. That's the ceiling of manual inspection. Here's the research, and what changes.
Deep Learning Machine Vision: Why Rule Based Systems Are Outdated
Discover why deep learning machine vision manufacturing is replacing rule based inspection. See how AI quality control catches defects legacy systems miss.
How AI Delivers a 20-30% OEE Uplift
Lines that look fine from the outside are still leaving 15 to 25 OEE points on the table every shift. Here's what continuous AI monitoring surfaces on production lines that are already considered to be running well.