Availability Intelligence for Complex, Multi-Node Supply Chains
Pull Logic helps manufacturers, distributors, and retailers sense demand earlier, position inventory better, and protect revenue across complex, multi-node networks.
Equipment Manufacturers With Dealer Network
Electrical Manufacturing And Distributors
Large Retailers With Multi-Warehouse NetworkSee how manufacturers, distributors, and retailers use Availability Intelligence to reduce lost sales, cut inventory, and improve service levels.
Inaccurate SKU- and dealer-level forecasts
Stockouts of fast movers and excess aging inventory
Misaligned production and poor dealer visibility
Limited insight into true demand and regional patterns
Dealer Enablement Real-time visibility into dealer demand and sales
AI Forecasting SKU-level and seasonal demand prediction
Autonomous Replenishment Automated dealer stock recommendations
Market Intelligence Coverage, share, and performance insights
Results
A large electrical manufacturer needed to manage volatile project demand while reducing excess inventory and freight costs without sacrificing service levels.
Unpredictable, project-driven demand cycles
Excess and slow-moving inventory tying up capital
Long supplier lead times and delayed replenishment
Inefficient freight planning and expediting costs
Dual Demand Forecasting Separate models for stock-flow and project-based demand
PAR/RAP Replenishment Engine Dynamic inventory balancing by service risk and autonomy targets
Freight & Container Optimization Improved load utilization, cost, and service reliability
Demand Orchestration (CampaignAgent) Aligning marketing, promotions, and inventory positioning
Results
A large home improvement retailer operating a national DFC network needed to improve availability, reduce inventory risk, and increase service levels across thousands of SKUs and highly variable regional demand.
High DC inventory driven by rule-based, static replenishment
Poor service levels and inconsistent fulfillment performance
Inefficient demand allocation across warehouses
No way to simulate and validate network decisions before execution
Digital Twin to simulate the full network for planning and replenishment optimization
Dynamic Demand Assignment to rebalance inventory by location
Substitution & Wait-Time Modeling to minimize lost sales
Performance Tracking to continuously monitor inventory KPIs and savings
Results
Industries Where Availability Drives Revenue
Pull Logic helps complex supply chains sense real demand, align planning and replenishment, and keep products available where and when they matter.
Manufacturers
Synchronize production and inventory to real market demand.
Brands
Prevent demand leakage and protect revenue across channels.
Distributors
Balance inventory and service levels across the network.
Retailers
Maximize on-shelf availability without excess inventory.
Product Categories We Support
