Integrated Business Planning
r4 XEM can make this affordable and scalable.
AI-driven approach that connects strategic, tactical, and operational planning across all functions of a retail organization—such as merchandising, supply chain, finance, and marketing—into a unified, data-driven process.

Solution Description

Demand Forecasting

  • Uses machine learning to predict future sales based on historical data, seasonality, promotions, weather, and external factors.
  • Enables more accurate inventory and replenishment planning.

Supply Chain Optimization

  • AI models optimize sourcing, logistics, and distribution to reduce costs and improve service levels.
  • Real-time visibility into supply chain disruptions and automated mitigation strategies.

Merchandise & Assortment Planning

  • Aligns product mix with customer demand at a hyperlocal level.
  • AI suggests optimal product placement and pricing strategies.

Financial Planning & Budgeting

  • Links operational plans with financial goals.
  • AI forecasts revenue, margins, and cash flow under different scenarios.

Sales & Operations Planning (S&OP)

  • Facilitates cross-functional collaboration with a single source of truth.
  • AI helps simulate “what-if” scenarios to evaluate trade-offs and risks.

Performance Monitoring & Alerts

  • Dashboards with real-time KPIs and AI-generated insights.
  • Proactive alerts for anomalies or deviations from plan.
Benefits for Retailers
  • Improved forecast accuracy
  • Faster decision-making
  • Reduced inventory costs
  • Higher customer satisfaction
  • Better alignment between strategy and execution