
Must Visibility provides real-time defect detection to reduce manufacturing waste. It uses AI-based mathematical models to identify defects as parts are produced. The product is a B2B offering for manufacturing quality control, focusing on preventing costly imperfections with in-process analysis. The company is a spinoff aiming to be founded in May 2025. Must Visibility targets manufacturers seeking to improve yield and reduce downtime through automated defect detection and real-time analytics.

Must Visibility provides real-time defect detection to reduce manufacturing waste. It uses AI-based mathematical models to identify defects as parts are produced. The product is a B2B offering for manufacturing quality control, focusing on preventing costly imperfections with in-process analysis. The company is a spinoff aiming to be founded in May 2025. Must Visibility targets manufacturers seeking to improve yield and reduce downtime through automated defect detection and real-time analytics.