Advanced Calculation Engines

Deterministic calculations improve planning accuracy by enabling organizations to model data at its natural dimensionality while maintaining governed, consistent, and explainable outputs. Teams can process large and complex datasets more efficiently with sub-second level response times, improve model performance, and support more accurate forecasting and connected planning across the enterprise.

Governed calculation models help ensure AI-generated insights remain transparent, explainable, and aligned to trusted business logic and enterprise data. By combining predictive intelligence with governed calculations, organizations can improve confidence in recommendations, maintain consistency across planning processes, and support more reliable decision-making at scale.

Machine learning forecasting improves planning accuracy by analyzing historical and operational data to identify trends, patterns, and demand signals automatically. This helps organizations generate more data-driven forecasts, reduce manual effort, improve responsiveness to change, and support faster, more confident planning decisions across the enterprise.

Anaplan Forecaster can help organizations solve complex planning challenges such as demand forecasting, sales forecasting, workforce planning, inventory planning, and operational forecasting. By using machine learning to identify trends and patterns, teams can improve forecast accuracy, reduce manual effort, and respond faster to changing business conditions.

Anaplan Optimizer helps organizations evaluate constraints, trade-offs, and business priorities to identify recommended outcomes. Teams can improve resource allocation, operational efficiency, scenario analysis, and decision-making across complex planning environments while balancing multiple business objectives at scale.

Scenario optimization improves operational planning by helping organizations evaluate multiple business scenarios, constraints, and trade-offs to identify the most effective path forward. This enables teams to improve resource allocation, respond faster to change, reduce operational inefficiencies, and make more confident, data-driven decisions across planning processes.