Tool Monitoring AI Solution for Medical Devices

Tool Monitoring AI Solution for Medical Devices

Solve tool exchange losses and defects/rework losses with AI! Achieve improved accuracy.

In the manufacturing of medical devices, the occurrence of defective products due to abnormalities in cutting tools and the loss from tool changes are significant challenges that greatly affect product quality and production efficiency. This product supports the stable production of high-precision medical devices by utilizing AI to detect tool abnormalities early and solve these issues. 【Usage Scenarios】 * Cutting process in the manufacturing of medical devices * Occurrence of defective products due to tool abnormalities * Decrease in production efficiency due to tool change losses * Quality control in unmanned processing at night 【Benefits of Implementation】 * Cost reduction through the reduction of tool change losses and defects/rework losses * Increased customer satisfaction due to improved product quality * Shortened delivery times due to enhanced production efficiency * Strengthened quality control in unmanned processing at night

basic information

**Features** * AI-based anomaly detection: The AI automatically analyzes tool defects, chipping, and wear levels, detecting anomalies early. * Easy installation: Sensors can be easily retrofitted without the need for configuration. * Automatic learning: The AI learns the usage patterns of tools, improving accuracy over time. * Secure data collection: Data is collected securely over a closed network. * Diverse notification methods: Notifications can be provided via rotating lights and monitoring on tablets. **Our Strengths** We provide the IoT service "OMNIedge" for the manufacturing industry, packaging everything from sensors to communication environments to reduce the burden of implementation for our customers. Additionally, leveraging our long-standing experience in the development and manufacturing of mechanical components, we offer optimal solutions tailored to our customers' needs.