Case study · Retail Sample

One source of truth for sales, inventory and customers

Unified POS, e-commerce and ERP data into a modern lakehouse with self-service dashboards and demand forecasting.

Dailyreporting instead of weekly
18%reduction in stock-outs
300+business users on self-service BI

The challenge

Store, online and supply-chain teams each kept their own spreadsheets. Leaders waited days for reports and often made decisions on conflicting numbers.

Our solution

  • Designed a Snowflake data platform with automated ELT pipelines from 12 source systems.
  • Modeled shared business metrics with clear definitions and data quality checks.
  • Delivered executive and store-level Power BI dashboards.
  • Built a machine learning demand forecast to guide replenishment.

The results

  • Daily reporting instead of weekly
  • 18% reduction in stock-outs
  • 300+ business users on self-service BI

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