PDP Platform • Predict

PowerForecast

Enterprise-grade forecasting engine. Predict demand, volumes, risks, and loads with statistical precision. Probabilistic outputs with full uncertainty quantification.

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✓ On-Premise Deployment • ✓ Confidence Intervals • ✓ No Black-Box AI

PowerForecast is an enterprise forecasting engine that delivers probabilistic predictions for demand, capacity, risk, and operational volumes. Built on StatsForecast, it provides not just point forecasts, but full uncertainty quantification with confidence intervals.

Deploy on-premise or in your private cloud. Every forecast is explainable and reproducible—no opaque neural networks, just proven statistical methods that auditors and regulators can understand. Feed your forecasts directly into PowerDecision and PowerSolver for end-to-end decision intelligence.

Forecasting You Can Trust and Explain

Most enterprise forecasting relies on spreadsheets, black-box ML models, or expensive consultants. PowerForecast delivers industrial-strength time-series forecasting with full transparency—you always know how predictions were made and how confident they are.

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Probabilistic Outputs

Get P10, P50, P90 forecasts—not just single point estimates. Understand the range of possible outcomes for better risk management.

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Explainable Methods

Statistical models you can understand and audit. No black-box deep learning— every prediction has a clear mathematical basis.

✓

Automatic Model Selection

PowerForecast automatically selects the best model for your data—ARIMA, ETS, Theta, CrostonSBA, and more. No manual tuning required.

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Production-Ready APIs

REST APIs for batch and real-time forecasting. Integrate with your existing data pipelines, ERP systems, and operational workflows.

Enterprise Forecasting Capabilities

Everything you need for production-grade demand and capacity forecasting

Time-Series Forecasting

Forecast any time-series data: sales volumes, customer demand, resource loads, risk metrics. Handles daily, weekly, monthly, and custom frequencies with automatic seasonality detection.

Confidence Intervals

Every forecast includes uncertainty bands. Get P10/P50/P90 predictions to understand best-case, expected, and worst-case scenarios for better planning decisions.

Multiple Model Support

AutoARIMA, ETS, Theta, Seasonal Naive, CrostonSBA for intermittent demand, and more. Automatic model selection or manual override based on your requirements.

Seasonality Detection

Automatic detection of daily, weekly, monthly, and yearly patterns. Handles holidays, special events, and custom calendar effects for accurate forecasting.

REST API Integration

Clean REST APIs for submitting historical data and retrieving forecasts. Batch processing for thousands of time-series or real-time predictions for operational systems.

PDP Pipeline Integration

Feed forecasts directly into PowerDecision for rule-based decisions, then to PowerSolver for optimized planning. Complete Predict → Decide → Plan workflow.

Forecasting Use Cases

PowerForecast handles the most demanding prediction challenges

📈 Demand Forecasting

Predict customer demand by product, region, and channel. Optimize inventory levels and reduce stockouts while minimizing carrying costs.

👥 Capacity Planning

Forecast workforce requirements, call center volumes, and resource needs. Plan staffing levels weeks or months in advance.

⚡ Load Forecasting

Predict energy consumption, network traffic, or system loads. Essential for utilities, data centers, and infrastructure planning.

💰 Revenue Forecasting

Project future revenues by product line, customer segment, or geography. Support financial planning and investor communications.

🏥 Healthcare Demand

Forecast patient admissions, emergency visits, and procedure volumes. Plan bed capacity, staffing, and supply procurement.

🔧 Maintenance Prediction

Forecast equipment failures and maintenance needs. Transition from reactive to predictive maintenance strategies.

Statistical Models Included

Proven forecasting algorithms with automatic selection

AutoARIMA

Automatic ARIMA model selection with optimal parameters for trend and seasonality.

ETS

Exponential smoothing with error, trend, and seasonal components.

Theta

Decomposition-based method, excellent for long-term forecasting.

Seasonal Naive

Baseline model using last season's values for benchmarking.

CrostonSBA

Specialized for intermittent demand patterns with irregular zeros.

MSTL

Multiple seasonal decomposition for complex seasonal patterns.

Enterprise Licensing

PowerForecast is licensed for on-premise or private cloud deployment. License independently or as part of the complete PDP Platform. Includes dedicated support, integration consulting, and custom model development.

🏢 On-Premise

Deploy in your data center with full control

☁️ Private Cloud

Run in your AWS, Azure, or GCP environment

📋 License-Based

Transparent pricing, no usage surprises

🤝 Consulting

Expert integration and custom model development

Contact for Pricing

📊 Powered by StatsForecast

PowerForecast is built on StatsForecast, an open-source library (Apache 2.0 license) for lightning-fast statistical forecasting. StatsForecast provides production-ready implementations of classical time-series models optimized for speed and accuracy.

Learn more about StatsForecast →