Pull Logic named an Emerging Innovator in QKS Group evaluation
QKS Group named Pull Logic an Emerging Innovator in its fourth-quarter 2026 SPARK Matrix evaluation of the global supply chain inventory optimization market. The company’s AI-powered decision platform was recognized for its inventory-availability approach, probabilistic modeling, digital twin simulation and agentic AI capabilities.
- QKS Group placed Pull Logic in the Emerging Innovator category.
- The platform manages demand, supply and inventory availability in a single decision layer.
- AI agents can monitor stockout and excess inventory risks and execute approved actions.
- Pull Logic operates alongside existing ERP and planning systems.
- QKS Group highlighted decision explainability and the guided operation of automation.
Treats inventory as a decision problem
QKS Group’s SPARK Matrix analyzes, ranks and compares leading providers in the global supply chain inventory optimization market. In its evaluation for the fourth quarter of 2026, it placed Pull Logic in the Emerging Innovator category.
According to QKS Group, Pull Logic’s platform treats inventory as a decision problem. It brings together demand sensing, probabilistic forecasting, and item- and location-level service and safety stock optimization in a single availability intelligence layer.
The system also considers substitution options, customers’ willingness to wait and supplier reliability to assess whether demand can be fulfilled within the delivery time expected by the customer. Simulation and optimization then turn demand and supply signals into replenishment, allocation and inventory redistribution recommendations.
AI can also participate in approved actions
Kumar Anand, associate director and lead analyst at QKS Group, said Pull Logic stands out in the market by placing availability at the center of inventory decisions. Instead of relying on static reorder points and spreadsheet-based overrides, planners can rank exceptions based on their impact on revenue and service levels.
Pull Logic’s AI Studio offers configurable agentic AI agents. They can monitor the risk of stockouts and excess inventory, explain the reason behind a recommendation, and execute approved actions within guided constraints. According to the announcement, planners retain control of the process throughout.
Taresh Grover, CEO and co-founder of Pull Logic, said companies can hold too much inventory while still losing sales because the right product is not available in the right place and at the right time. The company aims to extend availability intelligence to connected networks of manufacturers, distributors and retailers.
Connects with existing enterprise systems
According to QKS Group, Pull Logic provides decision intelligence for manufacturers, distributors and retailers. The platform operates alongside existing ERP and planning systems without lengthy transformation programs. The company says this can help improve product availability, reduce lost sales and free up working capital.
Sanjeevi CR, QKS Group’s vice president for enterprise transformation, consulting and research, said Pull Logic connects analytical methods with practical decisions through its decision-centric approach. QKS Group highlighted the explainability of decisions, multi-echelon inventory logic, modeling of supplier and lead-time variability, and visibility into planner overrides and decision histories among the company’s differentiating features.
According to the company, Pull Logic’s platform grew out of research at Georgia Tech and uses demand intelligence, simulation, optimization and agentic AI to support replenishment, allocation and inventory rebalancing decisions. The SPARK Matrix report also examines market dynamics, key trends, the vendor landscape and competitive positions, enabling users to compare provider capabilities.
