Edge Data Use Cases

Discover the right edge data solution for your organization, or we'll help you build one!

Low-code Dataflow for AI

Customize and extend edge AI solution for end customer

Build one edge AI container, then use our software to customize data preparation and integration for each customer.

  • Receive data from different sources: sensors, Historian, API, MQTT endpoint, and etc.
  • Validate, cleanse, and transform data
  • Post-AI processing and integration
  • Orchestrate AI at the edge
Oil and gas industries
Data Quality Management

Manage 1000+ data models for your edge data sources

We take the stress out of managing your edge data sources, no matter how diverse or complex they are.

  • Create, manage, and deploy data models
  • Define data schema, validation rules and transformation rules
  • Validate data and detect anomalies
  • Homogenize data schema
Heavy Industrial Equipment Use Case for Edge
Edge Data Pipeline

Extract 100,000+ sensor data tags, and load them into data warehouse

Build and scale your edge data pipeline to extract, cleanse, transform, analyze, visualize, and load your edge data into a data warehouse.

  • Extract data from sensors and Historians
  • Cleanse and remove bad data 
  • Apply advanced prediction models
  • Integrate with enterprise data
Edge Data Solutions for Manufacturing to Bring Visibility
REMOTE MONITORING

Factory and process-industry asset monitoring with anomaly detection

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NODE-RED

IIoT engineer easily moves stalled reference design to production at scale

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MANUFACTURING

Transforms traditional industrial equipment into a intelligent digital product

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PRESCIENT DATA SOLUTIONS

Data insights at the speed of thought