Product Introduction

AI equipment online monitoring

Focusing on quality stability, yield improvement, equipment efficiency and abnormal response efficiency, the system conducts unified analysis of production operation, downtime loss, yield fluctuation, adverse trend and improvement results. Through the linkage of quality and efficiency two-dimensional indicators, it helps enterprises quantify the impact of anomalies, track improvement results, and continuously promote quality improvement, efficiency optimization and business value creation.

Product Positioning

An AI-powered Quality and Efficiency Monitoring & Optimization Platform for the Entire Manufacturing Process

Deeply integrates AI-driven process anomaly detection, real-time monitoring & early warning, Recipe optimization, and quality & efficiency improvement to achieve a closed-loop management of "Monitor-Analyze-Optimize-Accumulate".

Industry Positioning

Targeted at discrete manufacturing industries such as precision manufacturing, metal processing, and coating & plating, this solution is precisely tailored for complex process scenarios including precision molding, surface modification, and automated production lines. It addresses key industry pain points like reliance on manual experience, inconsistent standards, and delayed anomaly detection, bridging the digital gap between production process data and intelligent decision-making.

Functional Positioning

The platform integrates four core functions: AI-driven process anomaly detection, real-time process monitoring & early warning, process standard accumulation & Recipe optimization, and a quality & efficiency improvement dashboard. It enables full-process closed-loop management, from equipment data acquisition and real-time anomaly alerts to root cause analysis and the execution of optimization plans. Key capabilities include anomaly identification without predefined standards, dynamic modeling with historical data, comparison of similar batches, multi-parameter correlation analysis, and continuous accumulation of process standards.

Value Positioning

This solution bridges the digital divide between the equipment, process, and management layers, providing a comprehensive solution to "detect anomalies promptly, pinpoint root causes accurately, improve quality effectively, and continuously accumulate standards." By leveraging data-driven insights, it achieves transparency in the production process, real-time anomaly handling, and standardization of process protocols. This empowers enterprises to improve product yield, reduce defect rates, and stabilize process capability, ultimately realizing a full-process digital and intelligent upgrade.

Core Product Value

Detect Anomalies Early & Drive Closed-Loop Resolution

Focusing on process anomaly detection, real-time monitoring & early warning, Recipe optimization, and quality & efficiency improvement to precisely address core pain points of manufacturing enterprises.

(1) AI-Powered Process Anomaly Detection & Root Cause Analysis

For production processes such as precision molding, coating, plating, and electroplating, the platform builds a closed loop for anomaly detection and root cause analysis based on equipment data, batch processes, parameter fluctuations, historical samples, and quality outcomes. It can identify process deviations, trend anomalies, and multi-parameter combination anomalies even without complete Recipe standards or defined upper/lower limits. By leveraging dynamic baseline modeling with historical data, deviation analysis of similar batches, multi-parameter correlation, and anomaly scoring, it accurately pinpoints the root cause of anomalies and provides handling recommendations. This helps businesses identify risks earlier and locate causes faster.

(2) Real-Time Process Monitoring & Early Warning

Centered around equipment operation, process parameters, batch processes, and anomaly status, the platform offers real-time data acquisition, online trend monitoring, anomaly alerting, and visual dashboards. It supports equipment status monitoring, key parameter tracking, anomaly alerts, batch process tracing, and a closed-loop for issue handling, enabling complete process management from anomaly detection to resolution. Through multi-terminal visual dashboards and issue review archiving, it helps businesses promptly detect fluctuations, respond quickly to anomalies, and minimize process risks and on-site losses.

(3) Process Standardization & Recipe Optimization

By focusing on process standards, Recipe versions, parameter ranges, and execution feedback, the platform enables businesses to progressively accumulate anomaly cases, high-quality batches, and handling experiences into reusable process standards. It supports unified Recipe management, parameter standard maintenance, version approval & release, batch binding & tracing, and optimization feedback, creating a closed-loop for process management that moves from experiential judgment to standardization, traceability, and continuous optimization. Through change comparison analysis and execution feedback, it continuously optimizes process parameters to improve yield and reduce fluctuations.

(4) Quality & Efficiency Improvement Dashboard

Focused on quality stability, yield improvement, equipment efficiency, and anomaly response efficiency, the dashboard provides unified analysis of production operations, downtime losses, yield fluctuations, and improvement results. Through OEE (Overall Equipment Effectiveness) decomposition, downtime loss & anomaly impact analysis, quality trend monitoring, and improvement project tracking, it quantitatively assesses KPIs from both quality and efficiency dimensions. This enables businesses to predict quality impacts, analyze defects, track improvements, quantify anomaly impacts, and identify clear directions for further optimization, thereby continuously driving quality enhancement, efficiency gains, and business value creation.

Learn More About Our Products

Expert Consultants Provide One-on-One Support for Injection Molding & Surface Treatment Applications, Delivering Custom-Tailored Implementation Plans

Online Consultation 400-7160-976

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