Predictir Core
Enterprise-grade forecasting engine powered by advanced time series analysis and machine learning algorithms.
Overview
Predictir Core is our flagship forecasting platform, designed to deliver accurate predictions with confidence intervals for time series data. Whether you're forecasting demand, sales, inventory, or resource needs, Core provides the accuracy and reliability your business requires.
Built on state-of-the-art machine learning models including LSTM networks, Prophet, ARIMA variants, and ensemble methods, Core automatically selects and optimizes the best model for your data patterns.
Key Features
Multi-Model Ensemble
Automatically combines multiple forecasting models (LSTM, Prophet, ARIMA, XGBoost) to maximize accuracy and robustness.
Real-Time Updates
Continuous model retraining and forecast updates as new data arrives, ensuring predictions stay current and accurate.
Confidence Intervals
Every forecast includes probabilistic confidence intervals, helping you understand prediction uncertainty and plan accordingly.
Explainable Predictions
Feature importance analysis and model interpretability tools help you understand what drives your forecasts.
Scalable Architecture
Process millions of time series simultaneously with our distributed computing infrastructure.
API Integration
RESTful API and Python SDK for seamless integration with your existing data pipelines and applications.
Technical Summary
Models Supported: LSTM, GRU, Transformer-based time series, Prophet, ARIMA, SARIMA, Exponential Smoothing, XGBoost, LightGBM
Data Formats: CSV, JSON, Parquet, Database connectors (PostgreSQL, MySQL, Snowflake, BigQuery)
Forecast Horizons: Short-term (hours/days), medium-term (weeks/months), long-term (quarters/years)
Performance: Sub-second inference for single series, batch processing for thousands of series in minutes
Deployment: Cloud (AWS, Azure, GCP), on-premises, hybrid
Benefits by Industry
Retail & E-commerce
Reduce inventory costs by 25-40% through accurate demand forecasting. Optimize stock levels and minimize out-of-stock situations.
Supply Chain & Logistics
Improve on-time delivery rates by 15-30% with better capacity planning and route optimization forecasts.
Finance
Enhance risk management with accurate cash flow forecasting, credit risk prediction, and market trend analysis.
Manufacturing
Optimize production schedules and reduce waste by 20-35% through accurate demand and resource forecasting.
Energy & Utilities
Forecast energy demand, optimize grid operations, and improve renewable energy integration planning.
Healthcare
Predict patient admission rates, optimize staffing, and forecast medical supply needs with high accuracy.
Pricing Tiers
Starter: Up to 100 time series, basic models, email support - Starting at $499/month
Professional: Up to 1,000 time series, advanced models, priority support - Starting at $2,499/month
Enterprise: Unlimited series, custom models, dedicated support, SLA guarantees - Custom pricing