Multiple forecasting algorithms including ARIMA, Prophet, Random Forest, Gradient Boosting, Neural Networks, and Ensemble methods for accurate predictions.
AIForecasting
Track forecast performance with MAPE, RMSE, and MAE metrics, plus benchmark comparisons and accuracy trend analysis.
AIForecasting
Feature importance analysis, decision rule extraction, and counterfactual explanations to understand and trust AI recommendations.
AIForecasting
Automated model training with hyperparameter optimization, cross-validation, and continuous model improvement based on actual results.
AIForecasting
Multi-objective AI-powered optimization that learns from historical data to improve scheduling decisions over time.
AIForecasting
Real-time inventory availability checking by item, quantity, and date with feasibility status and available quantity projections.
ATPCTP Order Promising
Production feasibility determination considering capacity availability, lead times, and resource requirements with delivery confidence percentages.
ATPCTP Order Promising
Check availability for entire orders with multiple line items simultaneously, receiving item-by-item availability and recommended delivery dates.
ATPCTP Order Promising
Support for Normal, High, and Urgent priority levels affecting production scheduling and delivery commitment calculations.
ATPCTP Order Promising
When requested dates cannot be met, automatically suggest alternative delivery dates based on capacity and inventory availability.
ATPCTP Order Promising
Intelligent scheduling engine that automatically optimizes production sequences using genetic algorithms, Monte Carlo simulation, and machine learning to maximize throughput while minimizing changeovers and delays.
SchedulingPlanning
Drag-and-drop visual scheduling interface with real-time operation rescheduling, dependency visualization, resource timeline views, and immediate feasibility feedback.
SchedulingPlanning
Support for both forward scheduling from start date and backward scheduling from due date with automatic operation sequencing based on dependencies.
SchedulingPlanning
Simultaneously optimize for multiple goals including minimizing makespan, reducing costs, and maximizing resource utilization with configurable priority weights.
SchedulingPlanning
Advanced constraint solver handling resource constraints, time windows, operation dependencies, material availability, and priority rules simultaneously.
SchedulingPlanning
Multiple priority algorithms including FIFO, LIFO, Earliest Due Date (EDD), Shortest Processing Time (SPT), and Critical Ratio with custom sequencing support.
SchedulingPlanning
Import schedules from external systems and export optimized schedules to PDF, Excel, or CSV formats for sharing and reporting.
SchedulingPlanning
Real-time capacity analysis across all work centers with automatic constraint identification and load balancing to ensure realistic, achievable schedules.
Capacity Management
Multi-algorithm bottleneck identification using utilization analysis, queue detection, critical path analysis, and Theory of Constraints (TOC) methodology.
Capacity Management
Financial impact calculation showing daily cost of bottlenecks, delivery risk percentages, and optimization potential with ROI estimates.
Capacity Management
Intelligent suggestions for resolving bottlenecks including adding capacity, shifting load, overtime scheduling, outsourcing, and rescheduling options.
Capacity Management
Comprehensive resource tracking with current, peak, and average utilization metrics, efficiency calculations, and scheduled vs. available hours comparison.
Capacity Management
Automatic load smoothing and utilization balancing to prevent resource overloads and optimize overall production efficiency.
Capacity Management
Live capacity dashboard with digital twin integration showing real-time utilization updates and automatic alert generation.
Capacity Management
Live dashboard tracking schedule adherence, operation status, and KPIs with automatic updates and exception highlighting.
Real-Time Operations
Configurable triggers for automatic schedule replanning on resource failures, material shortages, order changes, priority shifts, or capacity changes.
Real-Time Operations
Automatic disruption identification with impact analysis, recovery strategy generation, and notification distribution.
Real-Time Operations
Real-time event ingestion, routing, and priority handling for immediate response to production floor changes.
Real-Time Operations
Severity-based alerts (Critical, Warning, Info) with configurable thresholds, notification routing, and acknowledgment tracking.
Real-Time Operations
Create unlimited scenarios with different demand assumptions, resource configurations, or optimization strategies to evaluate alternatives before commitment.
Scenario PlanningSimulation
Side-by-side comparison of multiple scenarios with normalized performance scores, trade-off visualization, and AI-generated recommendations.
Scenario PlanningSimulation
Probabilistic analysis with configurable iterations (default 1,000), confidence levels, equipment failure rates, and material delay probabilities.
Scenario PlanningSimulation
Run simulations with configurable duration, resource variability, demand variability, and setup time variability to test schedule robustness.
Scenario PlanningSimulation
Analyze how changes in parameters affect schedule performance with elasticity calculations and impact assessments.
Scenario PlanningSimulation
Pre-built scenario templates for common planning situations to accelerate scenario creation and ensure best practices.
Scenario PlanningSimulation
Track scenario changes over time with version control, comparison capabilities, and audit trail for decision documentation.
Scenario PlanningSimulation
Track scheduled vs. completed operations with completion rates, throughput, cycle times, and cost efficiency metrics over time.
AnalyticsReporting
Comprehensive utilization analysis by resource type with pie charts, progress bars, and efficiency score calculations.
AnalyticsReporting
Weekly adherence reports showing on-time, early, and late percentages with trend analysis for continuous improvement.
AnalyticsReporting
Before/after comparison showing time savings, cost reduction, and efficiency improvements from schedule optimization.
AnalyticsReporting
Create custom reports by selecting report type, time period, and export format (PDF, Excel, CSV) with scheduling capabilities.
AnalyticsReporting
Manage machines, work centers, labor pools, and tools with individual capacity, cost rates, efficiency factors, and availability schedules.
Resource Management
Detailed utilization metrics with progress bars, status indicators (Optimal, Warning, Critical, Offline), and trend analysis over configurable time periods.
Resource Management
Visual pie charts and reports showing resource allocation across categories for capacity planning and investment decisions.
Resource Management
Configure automatic capacity scaling with utilization thresholds for scale-up (85%) and scale-down (30%) to optimize resource costs.
Resource Management
Analyze changeover times across products and work centers to identify optimization opportunities.
Setup Optimization
Intelligent sequencing that groups similar products and optimizes operation order based on setup matrices to minimize total changeover time.
Setup Optimization
Advanced mode that reschedules past preferred dates for maximum efficiency with priority override and risk assessment.
Setup Optimization
Automatically group production batches to minimize setups while meeting delivery requirements.
Setup Optimization
Calendar display showing scheduled operations, shift times, maintenance windows, and holidays for visual planning.
VisualizationUsability
Display resource distribution across sites, supply chain network paths, and inter-site transfer planning.
VisualizationUsability
Live metrics showing active schedules, resource utilization, on-time delivery rates, cost efficiency, and bottleneck risk levels.
VisualizationUsability
One-click access to create schedules, analyze bottlenecks, view resources, and access analytics from the dashboard.
VisualizationUsability