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Oracle adds agentic applications for inventory, supplier and production decisions

Atomic raises $12.5M to automate inventory and supply chain planning decisions

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

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

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

MIT and Mecalux develop GENESIS for multi-warehouse inventory decisions

FourKites enhances Inventory Twin to connect S&OP planning with execution

RELEX report: AI moves into core supply chain decisions as volatility persists

Sippy plans Smart Stock to anticipate beverage replenishment without customer inventory records

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

Target turns its inventory network into a digital twin

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

Autone raises $17 million to scale AI-powered retail inventory planning

Neighborhood Intelligence selects RELEX to connect retail inventory and merchandise financial planning

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

Explainable AI Moves Up the Agenda for Forecasting and Inventory Decisions

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

Alipay’s reported AI-pay volume turns agentic commerce into an inventory and fulfillment issue

Microsoft Dynamics 365 shows how agentic AI links supply chain data, decisions and execution

ToolsGroup combines demand planning and pricing for inventory-aware demand shaping

Walmart and Symbotic expand warehouse automation agreement across 25 U.S. distribution centers

Runnings selects RELEX to unify forecasting, replenishment and retail planning

Blue Ridge launches AI-native planning platform built on Databricks

Viome and Solvoyo bring AI-driven decision automation to supply chain planning

Sandman connects AI pricing with forecasting and replenishment in RELEX

Incorta Intelligence moves analytics from dashboards to decisions

World Economic Forum adds 16 Lighthouse awards as AI scales across manufacturing and supply chains

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

Slimstock customer Freedom of Movement uses AI-powered planning for retail growth

RELEX reports that AI is moving into core supply-chain decisions

Business Intelligence Engineer II, Automated Inventory Management

Business Intelligence Engineer, Automated Inventory Management

Inventory Planning Assistant Manager / Staff

Director, Inventory Optimization and Operations Planning

Senior Demand & Supply Planner - Anduril Industries

Demand & Inventory Planner – Food Import & Trading

Supply Chain Planning Engineer

Category Planner — Central Hub

Responsable Supply Chain H/F — Transition Mission

Applied Scientist, Worldwide Grocery Stores Data and Science

Manager, Supply Planning

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Sr Applied Scientist, Amazon Supply Chain (Job ID 10488022)

Global ISC Continuous Improvement Manager, Supply Chain

Supply Chain Planning Analyst (Early Talent) — 2 openings

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Associate Customer Supply Chain Strategy Manager

e.l.f. Beauty recruits an AI Product Owner for Intelligent Operations

Product Manager — Tire Brands

SCM Technology Manager

Director E2E Product Planning

End to End Planning Manager, Shoulders

Senior Program Manager, Direct to Disposition — ReCommerce

Supply Chain Purchase and Fulfilment Specialist II

Senior Manager, Data Science - Network Optimization - Walmart

Material Planning Controller

Executive — Demand Planning

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

Architect, Machine Learning (Principal Scientist)

EVENT: Inventory and Warehousing Summit takes place in Delhi

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

WARNING: AI alone cannot run inventory planning without human decision controls

EVENT: Fresh Forward puts practical technology into perishables Supply Chain decisions

EVENT: Alteryx examines the data foundation for AI supply-chain planning

EVENT: Algo webinar examines when supply chains should use forecast-driven push versus demand-driven pull

EVENT: Algo Hosts “The Trillion-Dollar Forecast” Webinar on Forecasting as a Scenario Tool

EVENT: DFYA introduces MyExobrain at Supply Chain Event 2024

NOMINATION: Oatey promotes Eric Kirwen to VP, Supply Chain Planning and Logistics

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

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

EVENT: Konekti wins the 2026 European Supply Chain Start-up Contest

EVENT: CII programme covers AI-driven intelligent supply-chain management

NOMINATION: McLane promotes Chris Smith to Executive Vice President and Chief Operating Officer

WARNING: Canadian factories stockpile as delivery times deteriorate

WARNING: Specialized planning agents can multiply faster than their governance model

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

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

NOMINATION: PPG appoints Anthony DeGram vice president, global supply chain, separating procurement and supply chain leadership

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

WARNING: “APS” can describe fundamentally different decision scopes

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

WARNING: “One data model” does not guarantee one governed planning truth

RISK: Supply planning can become hidden capital allocation when the objective function is unclear

RISK: Autonomous supply-chain workflows can bypass the approval architecture

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

RISK: Agentic planning claims are advancing faster than auditability and decision ownership

EVENT: Hidden AI supply chain risks move into the planning governance agenda

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

Inland logistics hubs are inventory decisions disguised as infrastructure

Inventory congestion is usually created before the warehouse

Forecast accuracy is an input, not the Supply Chain decision

Buffers Are Not Forecasts: Understanding Their Role in Inventory Decisions

Logistics disruption is forcing explicit inventory-expediting decisions at Capri Holdings

Digital twins only matter when they change replenishment and routing decisions

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

Claude and Power BI show the promise and validation gap of AI-assisted inventory allocation

Infor reframes inventory optimization as a working-capital decision

AI begins taking on merchandising, assortment and vendor decisions

Single-View Visibility as a Supply Chain Decision Enabler

Erik Bush reframes the trillion-dollar inventory problem as an operating-model failure

Inventory Reduction Is a Consequence, Not a Transformation Objective

Medical device supply chains: When more safety stock is the right resilience decision

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

Tillamook turns supply-chain planning into a growth capability

Tillamook turns supply-chain planning into a growth engine

Vendor “agentic AI” claims now need an agent inventory, not another capability map

Not All Inventory Is Equal: Distinguishing Protective Stock From Excess

AI-driven resilience depends on better decisions, not faster automation alone

Lead-time forecasting should produce a probability distribution—not a single ERP parameter

A 2027 AOP is only executable if S&OP can translate it into monthly operating decisions

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

Model Literacy Matters Only When Planning Decisions Are Governed

US manufacturing expands for a tenth month: ISM Manufacturing PMI at 55.5% in October 2026

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

o9 customer stories show connected planning value emerging before agentic autonomy

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

Indonesia-focused view: AI agents are moving into real-time supply chain execution

How to validate an AI inventory use case before buying software

Experiment: Build a Supply Chain as a Service company with OpenOPC

22 practical Data Science projects for Supply Chain teams

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

Build a Governed AI Control Tower for Logistics Questions

Map the supply chain IT portfolio before adding another AI application

How to choose supply chain software when every vendor has an AI story

How to Validate an AI Demand Forecast Before Planners Use It

Supply Chain Outlier Detection 101: Build a simple demand-sensing review team with AI agents

Build a governed Claude Managed Agent for Supply Chain workflows

Cogsy

Epicor

MyExobrain

Wiliot

Centric Software

Inventoro

Intuendi

Demand Driven Technologies

B2Wise

Firstshift

Blue Ridge

Avercast

Demand Solutions

AGR

CyberPlan

Dialflo

frePPLe

Oracle Supply Chain Management

Prediko

REMIRA

StockIQ Technologies

Netstock

Autone

Vekia

Flowlity

GAINS

ToolsGroup

Arkieva

C3 AI Supply Chain Suite

Solvoyo

EyeOn

Bluecrux

ISM

CEVA Logistics

Stefan de Kok

Nicolas Vandeput

Alain Matar

Zac Rogers

David Simchi-Levi

Isabelle Gazzola

Vincent Cotte

Adde Jans

Chris Caplice

Sucharita Kodali

Steve Dennis

Bryan Gildenberg

Andreas Wieland