Retail

Omnichannel Intelligence

Demand forecasting, inventory optimization, and customer analytics — connecting your POS, e-commerce, and supply chain into a single view.

The Challenge

Retailers operate on razor-thin margins with data fragmented across POS systems, e-commerce platforms, CRM, and warehouse management. Category managers make assortment decisions on gut instinct. Stockouts and overstock coexist in the same distribution center because there is no unified demand signal.

Industry Focus

Retail, E-commerce, D2C, Marketplace

What We Deliver

We unify your transactional and behavioral data into a governed analytics layer. ClickHouse handles billions of SKU-level records. Power BI delivers category management, customer segmentation, and promotion effectiveness dashboards that refresh in near-real-time.

  • Omnichannel sales dashboards (POS + e-commerce + marketplace)
  • Demand forecasting and inventory optimization
  • Customer cohort analysis and CLV modeling
  • Promotion ROI and markdown effectiveness tracking

Stack

Power BI, ClickHouse, Python, dbt

Outcomes You Can Measure

  • 10-15% reduction in stockout events
  • Unified view of customer across all touchpoints
  • Category management decisions backed by real data
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Impact

Higher margins, lower waste