Feature Store Platform

Centralised ML feature store with online (Redis) + offline (Snowflake/BigQuery) stores, point-in-time correctness, feature lineage, SDK.

• Offline store (Snowflake/BigQuery/Parquet)
• Online store (Redis low-latency <50ms)
• Point-in-time correctness per feature
• Feature lineage + SDK (Python/Java)

• Eliminate training-serving skew
• Feature reuse across 10+ ML models
• Point-in-time correctness = reliable ML
• Feature governance = compliant ML