White papers
The technical case for
Vision AI at the edge.
Architecture, deployment models and lifecycle operations — written for engineers, integrators and plant teams.
White papers
White papers.
Deep dives on edge Vision AI architecture, deployment, and what it takes to run in pharma and food & beverage production.
Buyer’s guide
How to choose an edge AI platform for anomaly detection
Six criteria for US and Canadian manufacturers: line latency, on-premises data control, PLC and MES integration, model retraining, hardware flexibility and integrator delivery.
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Featured · Latest edition
The Complete Guide to Industrial Vision AI in 2026
A practical field guide for manufacturers and systems integrators — complex inspection, reducing downtime, deployment, lifecycle management, and the 2026 provider landscape.
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WP · 05
Beyond Traditional Machine Vision
A practical guide for System Integrators to deliver Vision AI — physics-first sensing, inspection pipelines, classification, and lifecycle operations.
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