Data Engineering

Drive business priorities using data, feeding it to Visualization tools or Analytical models

Data Stream

Data Streaming

Realtime or batch data collection and
transformation
Transform Data

Data Piplines

Connect data sources and ingest data points as is or transformed
Storage

Data Lakes

Structured and Unstructured data storage from transformation or representation
Consistency

Data Warehouse

Single source of truth in a consistent format with high availability