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