Use Case
Explore how AI transformation is reshaping industries through real-world case studies.
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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 Defense/Public
Secure AI Platform for Automated Retraining in Defense Networks
A closed-network AI platform enables automatic detection and retraining of degraded models, ensuring data security, reliability, and faster operational response.
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AI Platform Manufacturing
AI Workflow Optimization: From Labeling to Resource Management
AI platform(Runway) streamlines AI operations in the electronics industry by automating data building with auto-annotation and optimizing HPC infrastructure resources.
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AI Platform Financial Services
AI Platform-based Automation of Car Accident Image Analysis
AI platform(Runway) automates retraining and redeployment with integrated image models for automotive claim analysis.
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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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Manufacturing Optimization
Furnace Equipment Temperature Optimization: 2% LNG Savings
AI-powered Model Predictive Control (MPC) optimizes furnace temperature, ensuring consistent quality and lower energy use.
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Manufacturing Optimization
Production Scheduling Optimization: 66% Adherence Increase
Production scheduling optimizes multi-variety, small-batch operations, reducing bottlenecks and idle equipment to enhance productivity.
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Energy Manufacturing Optimization
Thermal Storage System Optimization: 11% Energy Cost Reduction
AI simulation using real-world data optimizes control strategies, reducing energy costs and variation among site managers.
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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.
