Federal Package Achieves >99% Defect Detection Rate

See how Federal Package boosted product quality and efficiency using Cognex Edge Learning. With automated inspection achieving 99% defect detection, they ensure consistent branding, faster throughput, and fewer manual checks across packaging lines.
May 1, 2026

Federal Package, a contract manufacturer of personal care products, elevated product quality and operational efficiency by deploying Cognex edge learning–based machine vision systems. Facing labor shortages and strict customer quality standards, the company automated inspection on high‑speed deodorant packaging lines to detect overfills, cosmetic defects, and labeling errors. Using Cognex In‑Sight® vision systems with embedded edge learning, Federal Package achieved greater than 99% defect detection accuracy while inspecting 100% of products.
The solution was easy to set up, required minimal training images, and adapted well to frequent product changeovers with different brands, colors, and designs. Automated inspection reduced reliance on manual checks, increased throughput, and ensured consistent product presentation. As a result, Federal Package strengthened its ability to meet customer expectations, protect brand integrity, and scale inspection across additional production lines while maintaining exceptional quality standards.