Case Study: a industrial equipment manufacturer achieves sub-20ms defect detection with Softweb Solutions' Lyncean edge AI inspection platform

a industrial equipment manufacturer achieves sub-20ms defect detection with Softweb Solutions

Softweb Solutions partnered with an industrial equipment manufacturer that was struggling with manual inspection workflows across its facilities. These fragmented processes led to delayed anomaly detection, inconsistent monitoring coverage, and an inability to scale inspections efficiently due to cloud-dependent tools and disconnected systems.

Softweb Solutions implemented its Lyncean edge AI inspection platform to centralize monitoring and automate defect detection. The solution deployed computer vision models on edge devices, enabling sub-20ms inspection response times and achieving 0.93 model confidence. This resulted in measurable impacts including reduced gauge reading intervals from hours to seconds and the ability to deploy new inspection scenarios with as few as 50-100 images.