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Cognex OneVision™: Transforming AI Vision in Manufacturing

In a significant development for the manufacturing industry, Cognex Corporation has announced the general availability of OneVision™, an innovative collaborative AI vision development environment that aims to simplify and scale AI-powered inspection across manufacturing operations. Since its beta launch in June 2025, over 100 clients globally have adopted this technology, significantly accelerating their deployment processes.

A Shift in AI Vision Deployment

Clients have reported faster implementation speeds, improved throughput, and new levels of collaboration thanks to OneVision. Many have transitioned from single-line applications to multi-site deployments in merely days rather than months. This trend signifies a broader shift among manufacturers, moving beyond isolated pilot projects towards integrated, company-wide inspection strategies.

Matt Moschner, Chairman and CEO of Cognex, noted, “AI vision has long delivered value, yet expanding its application across operations has remained a hurdle. OneVision addresses this challenge by unifying edge simplicity with cloud scalability, enabling organizations to transition from isolated pilot projects to consistent enterprise-wide deployments.”

Cloud-to-Edge Architecture for Scalable AI Vision

OneVision tackles a persistent issue in industrial AI: deploying advanced vision applications across enterprises without adding complexity or slowing production. This innovative platform introduces a cloud-to-edge architecture, where AI models are trained, managed, and governed in the cloud, while inspections are performed on-site using Cognex's vision systems, ensuring real-time execution. Clients can now manage the entire AI lifecycle centrally—from collecting and labeling production images to refining models and deploying updates consistently across global device fleets.

“Once a model is deployed, there’s no need for cloud connectivity,” stated Reto Wyss, Vice President of Vision Engineering at Cognex. “Production images remain local, eliminating latency issues.” Centralizing model development and management helps manufacturers to:

• - Standardize inspection processes across sites.
• - Reduce duplication of efforts between teams.
• - Cut scaling costs by up to 50%.
• - Maintain version control and consistency across deployments.

Proven Success in Diverse Industries

Clients from various sectors such as automotive, electronics, food processing, and healthcare are witnessing accelerated development of AI applications and more consistent inspection outcomes while reducing their reliance on specialized expertise and expanding deployments globally.

Client Success Stories:

• - Essity experienced a drastic reduction in application development time. “Previously, developing a reliable leak detection application took over a year; now, with OneVision, it can be done in just a day,” said Amin Tajeddine, Head of Operational Technology and Digitalization.
• - Schneider Electric leveraged OneVision for global standardization of AI-based inspections. This enabled them to double yields and significantly reduce unjustified rejections while minimizing dependency on specialized industrial vision expertise.
• - 3M engineers can quickly label real production images, create models, and deploy them efficiently, as per Scott Daniels, Senior Manufacturing Technology Engineer.

Looking Forward

With the official launch of OneVision now in motion, Cognex anticipates a surge in adoption as manufacturers seek scalable AI vision solutions to enhance the operational efficiency of their global production networks.

About Cognex Corporation

Cognex has been at the forefront of machine vision technology for over 40 years, empowering manufacturing and distribution businesses to become faster, smarter, and more efficient through automation. Its innovative sensor and vision systems tackle critical manufacturing and distribution challenges, delivering unmatched performance in sectors such as automotive, consumer electronics, and packaged goods. Headquartered near Boston, USA, Cognex operates in over 30 countries with more than 30,000 global clients. For more information, visit cognex.com.