Why use a Feature Store for all machine scale Analytics/AI projects?

Why use a Feature Store for all machine scale Analytics/AI projects?

Capabilities:

  • FEATURE EXTRACTION
    ‘AI Ready’ feature store that automates feature extraction and real-time updates at the source
  • SINGLE POINT OF ACCESS
    Centralized, ultra low latency access to all of your data
  • SUPPORTS ML WORKLOADS
    High concurrency queries for machine-scale analytics and ML
  • ELIMINATES PRE-PROCESSING
    Performant Joins at query time, with no pre-aggregation or pre-processing
  • FOOTPRINT REDUCTION
    Lossless reduction in data footprint, up to 85%, without copying or moving data
  • TIME
    Track and filter time at a feature level
  • CELL-LEVEL CONTROL
    Granular access control of feature sharing down to the cell level
  • OVERLAY
    Extension framework enabling seamless integration into existing environment