FactoryTalk® Analytics™ DataFlowML Version 2.1

  • Build data transformation and analysis pipelines
  • Execute machine learning model
  • Scalable and distributed architecture
  • Reuse model across FactoryTalk® analytics stack
  • Close the loop with your control system


  • Identify data trends and present insights proactively
  • Correct anomalies before downtime or quality events occur
  • Use machine learning to help reduce human effort


  • Simplified pipeline building based on structured streaming
  • Support for Python-based machine learning
  • Auto detection of schema in incoming data stream
  • Ability to inspect the behavior/logic of components during pipeline creation
  • Jupyter interface for building models

FactoryTalk® Analytics DataFlowML helps remove inconsistencies in the decision-making process to improve your overall bottom line. The latest release of FactoryTalk® Analytics DataFlowML provides auto inspection, schema detection and extensive machine learning model building and management capabilities for faster and easier decision-making.

Built for both real-time and batch data, FactoryTalk® Analytics DataFlowML eases data pipeline building and execution. It provides capabilities such as continuous model retraining, alert generation, monitoring and dashboards.

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Available for Sale: January 2018

Contact Information:
Kelly Macaulay
Rockwell Automation
+1 440 646 6576
Mayfield Heights, OH, United States