AI/ML Workbench for industrial predictive analytics
Build, train, and deploy ML models—plus Rubus GPT for natural-language access to operational data.
AI/ML Workbench
Build · train · deploy industrial ML—and query ops in natural language
Rubus AI/ML Workbench provides a framework to build, train, test, and deploy machine learning models on Industrial IoT data—including anomaly detection, forecasting, boiler analytics, and image classification. Rubus GPT / Metro GPT integrates with databases, documents, and the internet so business users can query operational and historical data in natural language—no coding required for many insights.
Benefits
Build / Train / Deploy:
End-to-end ML lifecycle for custom predictive models tailored to plant equipment.
Predictive Maintenance:
ML-based failure prediction shifts maintenance from reactive to proactive.
Rubus GPT:
Natural-language ops queries across DB, documents, and operational history.
Anomaly & Forecasting:
Models for anomaly detection, forecasting, and image classification use cases.
AI Rule Creation:
Business users create rules with natural-language prompts—AI generates the logic.
Turn plant signals into predictive insights with ML Workbench and Rubus GPT.
Request a demo to see build-train-deploy and natural-language ops in action.
Request a demo to see build-train-deploy and natural-language ops in action.
Talk to Rubus Digital
Ready to modernize operations with IIoT monitoring, predictive maintenance, and data-driven insights? Our team helps industrial teams improve reliability, efficiency, and uptime.
Talk to Rubus
Industries
AMM you can manage and monitor Assets, Job plan, preventive maintenance, workflow and work orders. Implementing AMM in your industry will ultimately result in increased returns and improved production by optimum utilization of the assets.
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Metro
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Steel
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Cement
Wind
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Hydel
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Power Generation
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Oil & Gas
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Renewable Energy
About Us
Rubus Digital: Empowering Industries with Cutting Edge Solutions
Expertise in predictive maintenance, real-time analytics, and scalable architecture, Rubus empowers organizations to optimize operations, enhance efficiency, and drive sustainable growth in a rapidly evolving digital landscape.
300+
Connected Devices type
35+
Deployments
1250+
Equipment Integrated
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