Mastering QA in High-Mix Manufacturing: Rapid Changeovers and >99% Accuracy at Taerosol

Contract manufacturing and frequent product changeovers used to mean a constant struggle with QA bottlenecks. Discover how Taerosol future-proofed their cosmetics line with a rapidly adaptable AI system that catches over 99% of complex label and packaging defects.

Sub-Millimeter Quality Control at Scale: Securing Yield for Turvanasta

Legacy vision systems were throwing away perfectly good material. Discover how MarshallAI deployed an edge computing solution to eliminate false rejects and inspect hundreds of millions of sub-millimeter metal parts with absolute precision.

Actuating Physical Infrastructure: How MarshallAI Achieved 99.8% Reliability in Harsh Conditions

Discover how MarshallAI’s edge vision flawlessly tracks complex objects in extreme conditions, achieving a 99.8% pedestrian detection reliability rate while safely triggering physical infrastructure controllers in real-time.

From Scratch to Deployment in 1 Hour and 40 Minutes: Winning the xTech Global AI Challenge

See how our platform won the U.S. Department of Defense sponsored xTech Challenge by building a custom, fully offline object-detection model in just 1 hour and 40 minutes using only 77 reference images.