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Case Study β€” Cloud Data Migration to Snowflake

Legacy warehouse with stale analytics and high cost. Goal: reliable freshness, faster queries, governed access.

Approach

Airbyte ingestion, dbt transforms, domain‑based rollout; SLO dashboards; cost tuning.

Results

  • Freshness SLO 99%
  • Query latency 2–5Γ— faster
  • Cost/GB ↓ ~25%