Maximize Manufacturing Potential with AI
The best time to focus on AI-driven smart manufacturing was yesterday.
The DataRobot AI Platform delivers unparalleled Experimentation and Production capabilities, empowering manufacturers all over the world to achieve operational excellence, reduce downtime, improve product quality, and enhance customer satisfaction. The combined power of generative AI and predictive AI to reduce costs and improve customer satisfaction is unparalleled.
Leading global manufacturers are actively embracing AI and all of its potential to stay ahead of the game.
Modernizing Demand Forecasting, Supply Chain, and Predictive Maintenance
Learn how to solve your most urgent manufacturing and business needs with an end-to-end AI solution focused on delivering real business value.
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$500 billion
Amount that smart factories will add to the global economy in next 5 years
AI Is Solving a Variety of Challenges in Manufacturing
Demand forecasting
AI can be used to forecast demand for products, based on historical data, trends, and external factors such as weather, holidays, and market conditions.
Quality Control
AI-powered cameras and sensors can quickly identify defects and errors in the manufacturing process, leading to increased first-pass yield. Using large language models to extract textual information from reports, refined through quantitative measures, can improve QC modeling outputs.
Supply Chain Optimization
AI can help enhance supply chain activities, such as optimizing inventory levels, and identifying potential supplier issues.
Process Optimization
AI can integrate data from various sources, including machines and sensors, to optimize manufacturing processes and increase yield in continuous processes.
Predictive Maintenance
AI can help predict equipment failures before they happen, saving significant downtime and maintenance costs.
Trusted by 6 of 10 Top Global Manufacturers
Robust Potential for Manufacturing Applications of AI/ML
Supply Chain Management
AI allows you to predict late shipments at all supply chain phases. DataRobot allows you to nest AI models to overcome multimodal supply chain complexity. With DataRobot, you can also mitigate risks and ensure model accuracy as economic conditions change through advanced monitoring capabilities.
Inventory Status Predictions
AI helps manufacturers predict inventory at all stages of the production process, further optimizing economic order quantity (EOQ) and economic production quantity (EQP):
- On-Hand Inventory
- Work in Progress
- Raw Material
- Safety Stock
- Transit Inventory
- Deadstock Inventory
Predictive Maintenance
Predict the likelihood of individual processes and machines causing downtime, allowing you to plan maintenance and other preventative activities.
Predict Downtime
Optimize scheduled maintenance based on unscheduled downtime with predictions for mean time between failures (MTBF), mean time to repair (MTTR), and overall equipment effectiveness (OEE).
Quality Control
Multimodal and image analysis allows you to monitor the production process, detecting outliers and deviations from established quality standards and alerting production managers about potential issues in real time.
More About AI in Manufacturing
Take AI From Vision to Value
See how a value-driven approach to AI can accelerate time to impact.