Use Case
Explore how AI transformation is reshaping industries through real-world case studies.
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AI Platform Predictive Operations Semiconductor
Semiconductor R&D AI Platform: Improving Equipment Stability and Yield
An AI platform built within the semiconductor R&D institute strengthens in-house AI capabilities, enabling early anomaly detection and improving equipment stability and yield.
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AI Platform Manufacturing Predictive Operations
AI Anomaly Detection for Flight Test Data: Faster Decisions and Response
An AI-based anomaly detection system identifies normal and abnormal flight states in real time using test data, visualizing root-cause variables to support faster, data-driven engineering decisions.
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AI Platform Manufacturing Optimization Predictive Operations
AI Platform: Optimizing Inventory Management for Food Franchises
AI platform(Runway) powers an AI-driven MLOps system that integrates with existing tools to optimize demand forecasting, order planning, and inventory management.
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AI Agent Manufacturing Predictive Operations
Building a Software-Defined Factory (SDF) with Multi-Agent Systems
Multi-agent systems power a Software-Defined Factory(SDF) that turns expert knowledge into autonomous control and intelligent real-time monitoring.
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AI Platform Battery Predictive Operations
Vision AI: Building a Scalable Battery Inspection System
A vision AI system streamlines early battery inspection, reducing manual workload and improving large-scale quality efficiency.
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Manufacturing Predictive Operations
Brake Pad Property Prediction with XAI: Meeting UIC Standards
XAI enhances brake pad property prediction to meet UIC standards, making AI results interpretable and accessible to non-experts.
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Chemical Predictive Operations
Methanol Residue Prediction in TAME: Delivering Data-Driven Insights
Predict methanol residuals in the TAME process using a machine learning model, enabling engineers to determine and inject the required amount of methanol without the need for offline sampling.
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Chemical Predictive Operations
AI-based Composite Resin Property Prediction: Reducing Time and Cost
An AI model predicts composite resin properties from mixing ratios before physical testing, reducing development time and cost.
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AI Platform Manufacturing Predictive Operations
Manufacturing AI Platform Powered by Real-Time PLC Data
Real-time PLC data powers an AI platform that integrates diverse manufacturing data and hi-res features to enable a scalable AI process.
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AI Platform Predictive Operations Retail
Fresh Produce Pricing Optimization: 3% Profit Increase Per Store
The AI model optimizes discount pricing for fresh produce, validated in retail stores and scaled across multiple locations through its AI platform.
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Automotive Predictive Operations
Paint Shop Ventilation Fan Anomaly Detection: 20% Accuracy Boost
AI-driven anomaly detection identifies early signs of motor faults in paint shop ventilation fans, reducing unplanned downtime and improving production efficiency.
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Manufacturing Predictive Operations
Industrial Motor Anomaly Detection: Data System Ready in Under a Week
A stable data collection system and scalable AI platform(MLOps) minimize production line downtime from motor failures.
