Overview

The Inline Quality Prediction app utilizes Mendix' ML Kit to forecast quality outcomes in real-time during production. By analyzing process data, it predicts potential scrap before it occurs, leading to better product quality with minimal effort. The app features a dashboard displaying contextualized process, quality, and batch information for operators, enabling timely interventions such as warnings or automated machine stops to prevent excessive scrap generation. Additionally, the app facilitates comparison of results and integrates expert knowledge to enhance data accuracy. This feedback loop, visible on a tailored dashboard for ML Engineer, improves model reliability over time, fostering collaboration between your data and business teams, all made simplified with Mendix ML Kit.

Documentation

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