Meet the Agents Powering Your Supply Chain
Each agent in our framework is designed to perform specialized tasks while collaborating with others to deliver unparalleled supply chain efficiency and customer satisfaction.
Our Agentic Framework
Empowering Agents for smarter supply chain
Explore our suite of AI-driven agents, each designed to optimize key aspects of your supply chain – from demand forecasting and inventory optimization to production planning and shipping efficiency
Supply Chain Management Leadership
Performance Tracker
Monitor supply chain and operational KPIs for continuous improvement.
Provide actionable insights by tracking performance metrics.
- Monitor metrics like inventory turnover, lost sales, and unproductive inventory using real-time dashboards.
- Track extended KPIs such as availability, sales performance, and market share.
- Provide insights to other agents (e.g., Inventory Recommender, Campaigner) to refine strategies.
- Benchmark performance against industry standards and identify improvement areas.
- Automate KPI tracking and reporting using AI.
- Use real-time dashboards to visualize performance metrics.
- Automate benchmarking against industry standards.
Increased alignment with performance goals
Simulator
Test and validate supply chain changes in a risk-free environment.
Enable risk-free scenario modeling to validate and optimize strategies.
- Simulate the impact of demand, supply, and inventory adjustments using AI-driven models.
- Validate recommendations by comparing them with existing processes and historical data.
- Identify risks in proposed changes and provide alternative strategies to mitigate them.
- Build user confidence through visualized outcomes and gradual automation of decision-making.
- Automate scenario generation and testing using AI.
- Use real-time data to simulate dynamic scenarios.
- Automate visualization of scenario outcomes.
Smarter decision-making via scenario testing
Demand Projector
Forecast customer demand for precise inventory alignment.
Deliver accurate demand forecasts to align inventory with customer needs.
- Generate demand forecasts using advanced AI algorithms
- Incorporate external factors like market trends, seasonality, and economic indicators into forecasts.
- Share forecasts with the Inventory Recommender and Production Planner for data-driven decisions.
- Automate forecast generation using AI models.
- Integrate real-time data feeds for dynamic forecast updates.
- Automate sharing of forecasts with other agents.
Reduction in inventory distortion.
Demand Assessor
Analyze and evaluate customer demand patterns for actionable insights.
Identify and analyze demand patterns to support accurate forecasting and planning.
- Analyze historical demand trends using machine learning to predict future patterns.
- Assess real-time demand fluctuations using live data feeds for dynamic planning.
- Highlight geographical and seasonal demand variations to inform localized strategies.
- Align marketing and sales strategies with demand insights.
- Automate data collection from multiple sources (e.g., sales data, market trends).
- Use AI to generate real-time demand insights and alerts.
- Automate reporting of demand patterns to stakeholders.
Improvement in demand forecasting accuracy.
Supplier Assessor
Monitor and evaluate supplier performance for improved reliability.
Enhance supply chain resilience by ensuring supplier reliability.
- Track supplier metrics like delivery timelines, quality, and responsiveness using real-time data.
- Monitor supplier recovery times after disruptions and adaptability to sudden demand changes.
- Identify and flag potential risks in supplier reliability using predictive analytics.
- Provide real-time insights into supplier performance and its impact on inventory health.
- Automate supplier performance tracking using IoT & AI.
- Use predictive analytics to flag at-risk suppliers.
- Automate alerts for supplier performance deviations.
Suppliers meeting performance criteria.
Supplier Projector
Forecast supplier performance and lead time variability.
Predict supplier reliability and lead time variability for seamless operations.
- Predict lead time variability using AI models to aid procurement planning.
- Analyze supplier performance trends to inform sourcing strategies and risk mitigation.
- Align supplier capabilities with demand forecasts from the Demand Projector.
- Share supplier forecasts with the Inventory Recommender and Production Planner.
- Automate lead time predictions using AI.
- Integrate supplier data for real-time updates.
- Automate sharing of supplier forecasts with relevant agents.
Better alignment of production and demand
Availability Health Evaluator
Assess and monitor Product Availability Readiness (PAR) across supply chain nodes.
Evaluate and optimize product availability readiness (PAR) to ensure inventory readiness and minimize lost sales.
- Calculate PAR scores to assess inventory readiness at each supply chain node.
- Monitor unproductive inventory and flag items requiring action using AI-driven insights.
- Identify potential stockout risks and suggest mitigation strategies in collaboration with the Inventory Recommender.
- Provide a comprehensive view of availability health by integrating data from the Demand Assessor and Supplier Assessor.
- Automate PAR score calculations using AI.
- Use real-time alerts for unproductive inventory and stockout risks.
- Automate collaboration with other agents for inventory optimization.
Reduction in unproductive inventory
Inventory Recommender
Generate intelligent recommendations for replenishment and inventory optimization.
Optimize PAR by generating actionable inventory recommendations.
- Recommend replenishment plans to maintain optimal stock levels using AI algorithms.
- Minimize unproductive stock across supply chain nodes by analyzing data from the Availability Health Evaluator.
- Incorporate data from the Demand Projector, Supplier Projector, and Production Planner for holistic recommendations.
- Optimize inventory placement to reduce costs and improve availability.
- Automate replenishment recommendations using AI.
- Use real-time data to adjust recommendations dynamically.
- Automate inventory placement optimization.
Reduction in lost sales
Shipping Optimizer
Streamline shipping and logistics to ensure timely deliveries.
Ensure efficient, cost-effective logistics for optimal customer satisfaction.
- Optimize shipping routes and modes using AI to reduce costs and delivery times.
- Monitor delivery timelines and address inefficiencies in real-time.
- Dynamically adjust shipment priorities based on inputs from the Sales Navigator and Inventory Recommender.
- Collaborate with the Performance Tracker to measure and improve logistics performance.
- Automate route optimization using AI and real-time data.
- Use IoT sensors to track shipments and automate alerts for delays.
- Automate dynamic adjustments to shipment priorities.
Reduction in logistics costs
Production Planner
Optimize production schedules and capacity based on demand and supply insights.
Align production schedules with demand forecasts and supply constraints.
- Develop production schedules tailored to demand forecasts from the Demand Projector.
- Minimize overproduction and ensure timely manufacturing outputs using AI-driven optimization.
- Optimize resource utilization to prevent bottlenecks and reduce waste.
- Adjust schedules dynamically based on real-time inputs from the Supplier Projector and Inventory Recommender.
- Automate production scheduling using AI.
- Use real-time data to adjust schedules dynamically.
- Automate resource allocation and bottleneck detection.
Better alignment of production and demand
Sales Navigator
Guide customers to the right products and alternatives using Gen AI.
Improve customer experience and reduce lost sales through intelligent, real-time product recommendations.
- Provide real-time product availability data to sales teams and customers using Gen AI.
- Recommend substitutes with high fitness scores for out-of-stock items using advanced NLP and predictive analytics.
- Identify inventory that aligns with customer waiting thresholds and preferences.
- Support cross-selling and upselling through personalized, AI-driven complementary product recommendations.
- Automate real-time product availability updates using Gen AI.
Improved customers satisfaction score (CSAT)
Campaigner
Drive targeted marketing campaigns to reduce unproductive inventory.
Create data-driven campaigns to align inventory with customer demand.
- Identify excess inventory locations and recommend campaign strategies using AI insights.
- Run location-based campaigns to reduce unproductive stock and improve inventory turnover.
- Align marketing efforts with inventory availability to avoid stockouts, using data from the Demand Assessor and Inventory Recommender.
- Adjust campaigns dynamically based on real-time demand inputs and customer behavior.
- Automate campaign strategy recommendations using AI.
- Use real-time data to adjust campaigns dynamically.
- Automate reporting of campaign performance.
Reduction in unproductive inventory
