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Oracle adds agentic applications for inventory, supplier and production decisions

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

Community Coffee selects RELEX for unified demand, inventory and S&OP planning

REMIRA positions AI-powered inventory and supply chain software for European planning teams

StockIQ launches Edison AI agent to connect planning signals with inventory decisions

Vendor customer story: Garrett Motion connects global supply chain planning with o9

AGR compares the 2026 inventory-planning market as companies move beyond spreadsheets and basic ERP

Flowlity positions probabilistic planning as an alternative to Excel-based workflows

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

Algo Acquires Demand Driven Technologies (Intuiflow) to Expand Demand-Driven Planning Capabilities

Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

Netstock launches AI Pack for SMB supply chain visibility and inventory decisions

Sandman connects AI pricing with forecasting and replenishment in RELEX

Slimstock expands inventory optimization with Mees van den Brink

Vekia reinforces automatic replenishment as a concrete AI planning use case for retail

Solvoyo recognized in 2026 Gartner Magic Quadrant context for process-industry supply chain planning

2026 Inventory-Planning Review Shows Automation Shifting From Forecasting to Replenishment Decisions

C3 AI frames tariff resilience as an enterprise AI supply chain use case

Radius Aerospace and LeanDNA provide evidence of factory-first supply execution

BISSELL accelerates end-to-end supply chain planning with o9 Solutions

project44 adds AI data-quality agents and optimization capabilities to Movement

Boscov's moves fulfillment onto Manhattan ActiveOrder

GAINS reports record growth driven by its AI-driven supply chain platform

Renault outlines Supply Chain AI industrialization projects using Dataiku

Amart replaces legacy planning with AI-driven forecasting and replenishment

Oracle adds agentic AI applications for supply chain workflows

Symbotic acquires ARMS Innovations to extend warehouse automation into operational intelligence

Kroger expands direct sourcing and supplier cost optimization

Amart Furniture replaces legacy planning with RELEX

Oracle adds agentic applications for supply chain performance

Director, Inventory Optimization and Operations Planning

Business Intelligence Engineer II, Automated Inventory Management

Business Intelligence Engineer, Automated Inventory Management

Inventory Planning Assistant Manager / Staff

Supply Chain Strategist and Inventory Champion

Data Scientist — inventory optimisation and agentic AI

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Category Planner — Central Hub

Supply Chain Consultant

Global Process Owner — Sales and Operations Planning

Demand Planner

Supply Chain Planning Analyst (Early Talent) — 2 openings

Supply Chain Planning Manager

Manager, Supply Planning

Supply Chain Planning Engineer

SCM Technology Manager

Demand Planner

Manager / Senior Manager, Supply Chain AI-Driven Planning Advisory

Data Scientist / Data Engineer for Supply Chain

Senior Supply Chain Consultant

Open Application — Supply Chain Consultant / Project Manager

End to End Planning Manager, Shoulders

Young Professional — Supply Chain Planning

Material Planning Controller

Senior Program Manager, Direct to Disposition — ReCommerce

Data & AI Consultant — Autonomous Supply Chain

Presales Consultant

Material Planning Specialist — AI & Automation Focus

Logistics Engineer – Electric Power

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

EVENT: Bosch demonstrates AI-based inventory intelligence for MRO and production materials

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: Chain Reaction 2026 examines AI decision-making in Supply Chains

EVENT: Georgia Tech teaches engineering-led warehouse decision design

EVENT: DFYA introduces MyExobrain at Supply Chain Event 2024

EVENT: Supply Chain & AI Event highlights practical forecasting, automation and agent use cases

EVENT: AI in logistics and business applications conference runs in Amsterdam

WARNING: “APS” can describe fundamentally different decision scopes

EVENT: Baxter Planning on orchestrating service planning and execution

Ganacos Frames Inventory Optimization as a Continuous Decision Process Across ERP, WMS and Planning

Inventory congestion is usually created before the warehouse

Inventory Optimization Without Flow Management Is Incomplete

Infor reframes inventory optimization as a working-capital decision

How to optimize inventory without sacrificing service levels

Predictive inventory risk needs an operational fallback and a financial loss owner

Lessons from VN2, the first global inventory-planning competition

Forecast accuracy is an input, not the Supply Chain decision

Supply Chain awards are weak evidence unless the decision mechanism is visible

Tillamook turns supply-chain planning into a growth engine

PepsiCo documents AI-driven pricing and promotion optimization at scale

OR-Transformer tests real-time AI replenishment at 1,024-item scale

Outgrowing the classical safety-stock formula

Stochastic optimization is becoming the governed middle layer between AI and MRP

Maintenance optimization belongs inside capacity planning—not beside it

Supply-chain planning software is becoming accessible to SMBs—implementation discipline is not

Updating planning parameters is a practical first step for supply-chain AI

Category planning is policy governance—not spreadsheet maintenance

LeanDNA argues that the next frontier of Supply Chain AI is smarter action, not better prediction

LogiPharma: AI and machine learning rise among pharma supply-chain investment priorities

Tillamook turns supply-chain planning into a growth capability

4flow shows how AI agents could enable continuous strategic supply-chain network planning

Capacity planning software should be selected by constraint fidelity, not vendor ranking

o9 and NVIDIA show why solve time limits AI planning value

AI warehouse optimisation is moving above the equipment-control layer

AI begins taking on merchandising, assortment and vendor decisions

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

Beyond the perfect order: AI planning must define what good means

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

Logility white paper reframes demand planning around AI, sensing and explainable forecasts

22 practical Data Science projects for Supply Chain teams

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

Intuendi

Blue Ridge

Demand Solutions

AGR

Centrum-AI

Centric Software

EazyStock

Smart Software

MyExobrain

Vekia

Flowlity

GAINS

Slimstock

C3 AI Supply Chain Suite

ToolsGroup

Daisy Intelligence

Fabrikatör

Katana

Solvoyo

Logility

Lokad

Afresh

Arkieva

REMIRA

Netstock

AIMMS

AspenTech

Optilogic

Coupa Supply Chain Design & Planning

John Galt Solutions

EyeOn

Bluecrux

David Simchi-Levi

Gregory Pitstick

Alain Matar

Stefan de Kok

Nicolas Vandeput

Samir Saci

Mark Sawaya

Joannes Vermorel

Chris Caplice