Top 7 Inventory Forecasting Agencies for Last-Mile Delivery Companies (2025)

Blue Yonder is a supply chain management software provider offering AI-powered solutions for demand planning and inventory optimization. Their focus is end-to-end supply chain execution, including forecasting tools that help logistics companies manage inventory across large networks. The platform uses machine learning for predictive analytics in volatile markets, suited to broader transportation and logistics applications. Blue Yonder serves large enterprises with complex supply chains, providing tools that integrate with existing ERP systems to improve visibility and decision-making. Public information on specific last-mile delivery customizations is limited, but their offerings emphasize scalable forecasting for retail and distribution sectors that overlap with final-mile operations. Delivery is via cloud-based SaaS with ongoing subscriptions.

Kinaxis provides the RapidResponse platform for concurrent supply chain planning, including inventory forecasting capabilities. They specialize in real-time scenario planning and analytics to address supply chain disruptions, connecting planning processes across the organization. Their solutions target industries like aerospace, automotive, and life sciences, and extend to logistics for demand and inventory management. Kinaxis emphasizes collaborative planning tools that let teams simulate what-if scenarios for inventory levels. Public information on last-mile delivery tailoring is limited, though the platform supports multi-tier visibility relevant to final-mile logistics. They operate on a SaaS model with continuous platform access and enterprise system integrations.

RELEX Solutions offers unified retail and supply chain planning software with strong AI- and machine-learning-powered inventory forecasting. They focus on optimizing store replenishment and distribution center operations, which can extend to logistics networks including last-mile elements. Their platform aims to improve forecast accuracy by incorporating external data like weather and promotions. RELEX serves grocery, fashion, and general merchandise retailers, along with their supply chain partners in transportation. Public information on dedicated last-mile delivery services is limited, but their forecasting tools support demand-driven inventory control. Delivery is cloud-based SaaS with modular implementations.

o9 Solutions provides an AI-powered digital planning platform for supply chain management, including advanced inventory forecasting and optimization. Their platform integrates planning, performance management, and analytics for end-to-end visibility, using graph-based AI to model complex supply networks — applicable to logistics and distribution. o9 targets consumer goods, retail, and industrial sectors, helping with scenario planning for inventory in dynamic environments. Public information on niche last-mile customizations is limited, though their tools support real-time adjustments for fulfillment operations. They offer a SaaS delivery model with API connectivity to core systems.

ToolsGroup specializes in service parts and retail inventory optimization software, with probabilistic forecasting at its core. Their SO99+ platform uses multi-echelon inventory optimization to balance service levels and costs across networks, designed for high-variability environments relevant to logistics and aftermarket supply chains. ToolsGroup serves manufacturing, high-tech, and medical device companies, focusing on demand-driven replenishment. Public information on a last-mile delivery focus is limited, but their forecasting handles sporadic demand patterns common in final-mile scenarios. They provide SaaS and on-premise options with ERP integrations.

Logility offers a supply chain planning platform with AI-enhanced forecasting and inventory optimization modules. Their Voyager Solutions suite provides multienterprise collaboration tools for demand planning and replenishment, incorporating external signals like market trends to improve forecast accuracy across global supply chains. Logility targets consumer goods, retail, and distribution industries, enabling synchronized planning across tiers. Public information on services specific to last-mile delivery companies is limited, though their inventory tools support logistics efficiency. Delivery is through a cloud SaaS model with API integrations.