White Papers

In-depth technical research and insights on AI vision technology, defect detection algorithms, and industrial automation.

High-Volume, Medium-Mix Inspection, Visualized white paper cover
AI TechnologyApril 2026

High-Volume, Medium-Mix Inspection, Visualized

A visual walkthrough of synthetic data inspection on real production lines. Follow a 15-minute Contaminate Verification deployment from a clean reference image to a model catching a real nail on the belt, plus connector, wood flooring, and car seat applications scaled with Style Transfer.

Haystack: Finding Needles in Manufacturing Data white paper cover
AI TechnologyJanuary 2026

Haystack: Finding Needles in Manufacturing Data

An in-depth exploration of how Overview AI's Haystack technology enables precise defect detection in high-volume manufacturing environments, finding critical quality issues that traditional systems miss.

Next-Generation Deep Learning Aligner Architecture white paper cover
AI TechnologyJanuary 2026

Next-Generation Deep Learning Aligner Architecture

A comprehensive technical overview of Overview AI's advanced deep learning aligner architecture, enabling precise component alignment and positioning detection in complex manufacturing assemblies.