AI for manufacturing
Accelerate and scale AI for intelligent manufacturing.
What makes DataRobot unique for manufacturers
Edge deployment
Deploy models to the edge of your manufacturing floor to manage equipment with ease.
Payoff and yield matrix
Develop models that pinpoint the ideal material mix to maximize yield and minimize costs, ensuring optimal results every time.
Generative and predictive AI
Effortlessly create generative and predictive models for any use case—from equipment maintenance and anomaly detection to product defect detection and equipment guide chatbots.
A proven record of business impact
Top global manufacturers
40%
Higher lead conversion
18X
Savings in production costs
25%
Embed AI across the manufacturing value chain
Operate with foresight
Develop a diverse portfolio of predictive and generative applications to forecast demand, predict downtime, and maintain operational excellence, even as demand patterns and product lines shift.
- Insight analysis
- Functional value analysis
- VOC analysis
- Project risk detection
- Department/Product Category Revenue Forecasting
Design Efficiently
Deliver AI insights that empower your design teams to optimize cost controls for parts, streamlining the process from raw materials to finished goods.
- Product performance prediction
- Product design optimization
- Materials processing efficiency
- Anomaly analysis
- Factor analysis
- Situational estimation
- Product quality intelligence
Procure effectively
Quickly create AI models that support your procurement teams by applying AI to the areas that are most important to them.
- Repair parts demand forecasting
- Production planning/material cost forecasting
- Finished product demand forecasting
- Product inventory control
- Distributor replenishment planning
- New product sales forecasting
- Lead-time forecasting
- Container delay forecasting
Deliver consistently
Drive business impact across staffing, distribution, and the flow of goods with AI-powered optimization models that streamline multiple endpoints for efficient, reliable operations.
- Demand forecasting optimization
- Production, logistics, and inventory planning
- Market price optimization and price elasticity
- Production yield prediction
- Equipment failure prediction and abnormality detection
- Operating condition optimization
- Energy management
- Transportation and planning optimization
- Warehouse shipping order optimization
- Site location optimization
- Parts inventory optimization
- Staffing optimization
- Employee attrition forecasting
Plan and pivot with ease
Adjust and expand your impact across the value chain with AI models that adapt as your business evolves, ensuring peak performance with minimal retraining required.
- Defect cancellation prevention
- Quality customer analysis and targeting
- Next best offer
- Marketing investment optimization
- Repair parts demand forecast
- Product failure prediction
- Failure cause prediction
- Industrial equipment longevity
- Guided machine maintenance
- Claims analysis
Steel manufacturer reduces scrap rates and costs with AI. By automating predictive analytics, NIM Group shortcuts numerous processes and enhances decision-making.
Generate more accurate forecasts
Read More
Production and Inventory Planning
Predictive AI
Tour the product
Explore how DataRobot can help you create unique AI applications manufacturing companies will use every day.
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