Proven at the Edge
From eliminating false rejects on the factory floor to actuating city infrastructure, see how our deep learning platform solves the hardest visual challenges and delivers immediate ROI.
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Mastering QA in High-Mix Manufacturing: Rapid Changeovers and >99% Accuracy at TaerosolContract 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.
Manufacturing Quality assurance
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Eliminating Rogue Cans: High-Speed QA in Beverage ManufacturingA global beverage manufacturer spent 15 years trying to reliably intercept “rogue cans” on their high-speed filling lines. Discover how MarshallAI deployed a zero-latency edge vision system to inspect 2,500 cans per minute, preventing mismatched products and costly mechanical jams with near-perfect precision.
Beverage industry Quality assurance
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Sub-Millimeter Precision at Scale: Securing Yield for TurvanastaLegacy 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.
Manufacturing Quality assurance
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Actuating Physical Infrastructure: How MarshallAI Achieved 99.8% Reliability in Harsh ConditionsDiscover 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.
Smart cities Traffic management
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Smarter intersections, fewer emissions: MarshallAI and AI4CitiesMarshallAI is proven in critical systems and continuous operation. Deployed in Helsinki and Paris, our deep learning platform autonomously controlled live infrastructure to reduce emissions by up to 8%.
Smart cities Traffic management
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Upgrading Legacy Infrastructure: Crowd Analytics & Security Without Cloud DependencyLearn how we utilized Särkänniemi theme park’s existing camera infrastructure to process live video on a closed-loop local area network – enabling security and crowd flow analytics while maintaining privacy.
Security Smart cities
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From Scratch to Deployment in 1 Hour and 40 Minutes: Winning the xTech Global AI ChallengeSee 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.
Defence Edge AI
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Zero-Friction Borders: Automating Freight Traffic with Finnish CustomsMarshallAI partnered with Finnish Customs to pioneer the future of automated border control. Learn how our edge vision technology instantly clears heavy freight traffic for transit, creating a zero-friction border experience.
Logistics & Supply Chain Security
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