Demand Planning

Forecast more accurately with machine learning and collaborative planning that aligns your organisation

A better way to predict demand

Turn real market signals into reliable forecasts your teams trust. Demand planning helps you balance customer needs with supply, reduce waste and drive execution with confidence.

At Blueshift, we take a demand-driven approach. We start with what the market is actually buying and translate that demand into an executable ex-factory (sell in) forecast.

Demand Planning Key Benefits

  • +7% average forecast accuracy improvement
  • One number providing trusted numbers to all parts of the business
  • Reduced inventory holding costs
  • Fewer stockouts and write-offs
  • Improved service level
  • Cross-functional alignment and faster consensus alignment

Demand Planning Features

Advanced tools for accurate demand forecasting

Baseline & Incremental Forecasting

Separate base demand from promotional uplift so sales teams know what volume they are really driving.

Multi-Source Statistical Forecasting

Build credible forecasts using ex-factory (sell in), distributor (sell through) and scan (sell out) sales data.

AI Forecasting

Machine learning models automatically generate accurate baseline forecasts and promotional uplift predictions using historical causal data.

Scan to Ex-Factory Phasing

Automatically phase scan promotional uplifts into ex-factory volumes to provide a more accurate forecast.

Direct & Indirect Forecasting

Forecast sales for customers who purchase both directly and indirectly without doubling your forecast.

Daily Forecasting

Produce a forecast at daily level for short shelf life products. Weekly and monthly forecasts are also available.

DC/Plant/Warehouse Forecasting

Automatically forecast where stock will be dispatched from so the right stock is available at the right time.

Forecast Accuracy & Change Reporting

Report on forecast accuracy and changes to the forecast so you can track performance and learn from variances.

Top Down Forecasting

Forecast for medium to long term horizons using a top down approach. Great for long term capacity planning and strategic forecasting.

Customer Order Plans

Import customer order plans and overlay with your forecast to identify potential shortfalls and opportunities.

Customer Forecasts

Import customer forecasts which will automatically apply to customer forecast - great for export and made to order customers.

Inventory Reporting

Report on both internal and customer inventory levels.

Supersessions

Migrate data from superseded customers and products so new ones have enough history to produce stable statistical forecasts.

Unit of Measure Forecasting & Reporting

Forecast and report on different unit of measures.

Forecast Changes

Ability to track for a short-term historical period forecast volume changes at transaction level.

The Demand Planning Cycle

A structured approach to collaborative forecasting

1

Statistical Forecasting

Statistical baseline forecast generated from historical data and trends and tweaked by AI and Demand Planners for a stable and accurate baseline forecast.

2

Sales Planning

Forecast review is conducted with sales and amendments to forecast are made based on customer intelligence and Blueshift AI (where available).

3

Demand Consensus Review

Cross-functional team aligns on final forecast and revenue forecast to understand risks and opportunities.

4

Performance Review

Track accuracy, learn insights and apply findings to improve future forecasts.

Comprehensive Data Sources

Leverage multiple demand signals to create the most accurate forecast possible

Internal Business Demand Signals

Your internal business data provides the foundation for understanding true demand patterns and operational performance.

  • Ex-Factory (Primary/Sell-In) Sales

    Your core sales data showing what you've shipped to customers

  • Actual Sales Orders

    Real-time order information for near-term forecasting

  • Actual Inventory

    On hand, in transit, and quality inspection stock levels

External Customer Demand Signals

Customer and market data reveals true consumer demand and helps you stay ahead of market changes.

  • Scan (EPOS/Sell-Out) Data

    Point-of-sale data showing actual consumer demand

  • Secondary/Distributor/Sell-Through Sales

    Sell-through data from your distribution partners

  • Customer Plans & Forecasts

    Planned orders and customer forecasts for collaborative planning

  • Customer Inventory

    Visibility into customer stock levels to prevent over/under production

Ready to improve your forecast accuracy?

See how Blueshift can help you achieve better forecasts and business alignment

Schedule a demo