AI/ML forecasting

Intelligent solutions for AI/ML forecasting

Anticipate change with precise, AI-driven demand forecasting to stay resilient and ready for what’s next.

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An Anaplan dashboard titled “ML / AI Forecasting,” displaying predictive analytics for product demand. The layout includes multiple panels and charts. On the left, an “Edit Parameters” section lists configurable options such as forecast error basis, MAPE/accuracy, lead/offset, periods to sum, and number of tests, alongside an “Effective Parameters” summary. The center scatter plot visualizes CVAR vs. MAPE/Accuracy vs. Throughput for forecast performance, represented by blue circular data points. To the right, “CVAR Statistics” are displayed as a bar chart comparing mean, trend, and residual values. The bottom section shows a detailed “All Methods Ranking” table listing forecasting algorithms including Naive, Moving Average, Exponential Smoothing, and Regression methods, with columns for MAPE/Accuracy, RMSE, Bias, and rank values. The adjacent line chart, titled “Selected Method,” plots historical and forecast data trends for “16GB Smartphone – Amazon USA,” showing peaks and testing periods in orange highlights. Buttons along the bottom include “C-Var Across Forecast Levels,” “Edit Final Forecast,” and “AI Algorithms & Related Data Analysis.”

Turn complex demand signals into precise forecasts

Improve forecast accuracy

Automate forecast generation using statistical and AI/ML models that continuously learn and improve so you can manage by exception.

Boost service levels with less effort

Take advantage of more revenue opportunities by improving service levels through automation.

Optimize inventory and maintain profitability

Leverage accurate forecasts to predict future demand, resulting in optimized inventory levels and significant cost savings.

Anaplan Statistical Forecasting application

Connect across your supply chain with a purpose-built application, powered by AI and ML to deliver data-driven statistical forecasting.

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Statistical Forecasting Application dashboard displaying correlation analysis with various economic indicators and a time series chart comparing forecasting methods, including Consumer Confidence Index and Baltic Dry Index impacts.

Stay one step ahead with smart forecasts that scale with your business

Advanced AI forecasting

Leverage ML algorithms and advanced AI such as neural networks to deliver precise, scalable forecasts for products, customers, and geographies.

Transparent, explainable insights

Obtain clear, traceable insights into forecast drivers, accuracy metrics, and confidence intervals with built-in visualizations and diagnostics.

Integrated causal-factor modeling

Seamlessly incorporate promotional calendars, pricing changes, weather, or macroeconomic data to better explain and predict intricate demand patterns.

AI-driven exception management

Detect anomalies and alert planners to outliers with ML — before they disrupt your supply chain.

Collaborative forecasting workflows

Align demand signals across sales, marketing, finance, and operations with shared models and assumptions.

Real-time forecast adjustments

Quickly adjust forecasts in response to new information or unexpected events — without waiting for a new model run.

“Anaplan provided a much more user-friendly AI solution…where there was more explainability with respect to why certain forecasts are generated… This is quite an important aspect for us to make sure that we do exception-based planning rather than planning for every product that we manufacture.”

Praveen Kusuma, Head of E2E Supply Chain Operations and Digitalization, Straumann Group

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