Retail
Retail analytics solutions that improve margin visibility, strengthen inventory planning, and support faster decision making across stores, ecommerce, and operations.Where we help
High impact outcomes across merchandising, customer, and store operations.
Merchandising & Profitability Analytics
Unify product, pricing, and cost signals to deliver category performance, margin, and sell through insights that drive action.
Customer & Loyalty Analytics
Build customer segmentation and journey views, identify drivers of retention and churn, and activate insights across marketing, CX, and merchandising.
Inventory & Store Operations
Improve replenishment, reduce stockouts, and surface operational exceptions across stores and channels.
Delivery patterns
Data engineering foundations + modern BI that leadership can run the business on.
Unified retail data model
- Products, locations, customers, orders, and inventory as governed entities
- Standard definitions for margin, sell through, and availability
- Channel and cohort segmentation baked into models
Data quality + observability
- Freshness SLAs for inventory and sales feeds
- Standard definitions for margin, sell through, and availability
- Channel and cohort segmentation baked into models
Data quality + observability
- Freshness SLAs for inventory and sales feeds
- Anomaly detection for pricing and margin shifts
- Runbooks and monitoring for reliable refresh cycles
BI dashboards with drill paths
- Executive scorecards with KPI contracts
- Store/category drilldowns for action
- Self service enablement with guardrails
Advanced analytics enablement
- Customer segmentation for personalization, loyalty, and lifecycle management
- Churn/retention drivers and cohort analytics
- Demand forecasting signals and scenario views
- Experimentation measurement for promo effectiveness
Example KPIs
What retail leaders track when analytics is reliable and decision ready.
Profitability
- Gross margin by category and channel
- Contribution margin (where available)
- Promo lift vs margin impact
Inventory
- In stock rate / availability
- Sell through and weeks of supply
- Stockouts and substitution rate
Customer
- Repeat rate and cohort retention
- Customer lifetime value (CLV)
- Basket size and frequency
Featured success story
A representative pattern from our work in retail.
Prominent Retailer Performance & Profitability Analytics
We modernized reporting and KPI definitions to improve performance visibility and reduce operational drag across merchandising and analytics teams.
Ready to improve margin and decision velocity?
We’ll identify one high impact outcome, implement the model, and deliver dashboards that drive action.