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Gartner finds network-decision approvals are frequently reopened

Oracle introduces Claw-powered agentic applications for supply chain planning and execution

Pigment expands Modeler Agent with application-history context to explain planning changes

Aily Labs and AWS partner to scale decision-intelligence agents

Oracle adds agentic applications for inventory, supplier and production decisions

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

IFS Softeon launches Fulfillment Flow to coordinate AI-supported warehouse decisions

IFS launches IFS Intelligence to connect industrial decisions with governed AI actions

Lyric named an Example Vendor in Gartner’s 2026 Supply Chain Analytics and Decision-Making market overview

Alain Matar and SupChains collaborate on a planner-facing forecasting application

Flowlity Launches Co-planner in the ChatGPT Apps Directory

Anaplan Study Frames Slow Planning Decisions as a Measurable Latency Tax

Sunstice launches Helios agentic AI layer for faster supply-chain decisions

SYSPRO launches Torque industrial AI platform for operational decisions

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

ARIS launches Process Context for Enterprise AI to ground agents in operational workflows

Flowlity Roadmap Puts Planner Approval and Scenario Comparison at the Center of CoPlanner

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

o9 frames Responsible AI as enterprise readiness for agentic planning

Blue Ridge launches AI-native planning platform built on Databricks

nVision Global introduces nSure AI for transportation financial intelligence

AI data-centre demand pushes memory-chip costs into consumer product pricing

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

Bluecrux Recognized as a Gartner Leader for Specialist Supply Chain Strategy, Planning and Operations

Accenture invests in Aera Technology to fuel AI-enabled supply chains

Snowflake introduces Business Ontology to ground AI agents in approved enterprise definitions

RELEX expands its agentic AI platform to coordinate planning and merchandising decisions

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

Oracle adds agentic applications for supply chain performance

US Defense Logistics Agency applies Nicolas Vandeput’s demand-forecasting framework

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Applied Scientist, Worldwide Grocery Stores - Data and Science

Applied Scientist, Execution Planning Science & Engineering, Amazon (10562813)

Senior Product Manager, Application AI

APJ Senior Solutions Architect, Applied AI for Supply Chain

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

Machine Learning Engineer - Global Sourcing & Supply Management (GSSM) Solutions

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

Applied Scientist, Worldwide Grocery Stores Data and Science

Applied Scientist, Supply Chain Optimization Technologies (SCOT) - Specialized Selection

Senior Applied Data Scientist – Item Recommendations

Head of AI & Advanced Apps

Global Supply Manager

Open Application — Supply Chain Software Developer

Principal Data and Applied Science, SCM Autonomous Suite

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Demand Plan & Orders Scheduling Analyst

Senior Demand & Supply Planner - Anduril Industries

Mohawk Industries recruits a Director of Supply Chain Transformation and Artificial Intelligence

Senior Data and Applied Scientist, SCM Autonomous Suite

Architect, Machine Learning (Principal Scientist)

Supply Chain AI Program Expert - AGCO

Senior Manager, Data Science - Network Optimization - Walmart

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Data Architect, AI and Supply Chain Insights

Factory Planner — NVIDIA (JR2021699)

Specialist — Spend Analytics

Head of Demand Planning & S&OP - Rohlik Group

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

NOMINATION: Mediacom appoints Glenn Goldsmith SVP of Procurement and Supply Chain in newly created role

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

ATTACK: Widespread npm Ecosystem Compromise Targets Software Dependencies

NOMINATION: Aebi Schmidt appoints Georg Mohr Chief Supply Chain

NOMINATION: Oatey appoints George Clowtis SVP, Global Sourcing & Logistics

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

EVENT: CILT Hong Kong examines practical AI applications in supply chains

EVENT: France Supply Chain LAB Digital & Tech highlights applied AI

FAILURE: IBP change programs can deploy software faster than decision rights

EVENT: Optilogic examines how supply-chain design can close the decision-speed gap

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

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

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

WARNING: “APS” can describe fundamentally different decision scopes

RISK: Boards Lack Governance Models for Agentic Decision Rights

NOMINATION: 4SiGHT appoints Joanne Strong as SVP, Delivery Excellence and Innovation

NOMINATION: TrueCommerce appoints Anthony Gallo Chief Product Officer

RISK: Slow S&OP Decisions Can Create a Hidden Financial Latency Tax

SECURITY: AI-Driven Software Supply Chain Attacks Increase Pressure on Enterprise Controls

RISK: AI agents should not run supply chains without physical context and human oversight

NOMINATION: Flipkart appoints Vinay Vaidya to lead supply-chain technology

NOMINATION: Flipkart appoints Vinay Vaidya to lead technology for supply chain

SECURITY: Package Managers Remain a Critical Software Supply Chain Attack Surface

NOMINATION: eGenesis appoints Daniel Leblanc as Chief Manufacturing and Supply Officer

EVENT: Webinar — Five MarketMaps, One Emerging Supply Chain Technology Architecture

WARNING: Supply-chain AI needs governance beyond automation

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

AI-built planning applications collapse development time, not planning complexity

Agile planning platforms need decision architecture, not only AI features

Procurement's AI skills gap: decision capability matters more than tool fluency

Network-planning regret needs option design, not another approval loop

AI is changing Supply Chain skills from functional expertise to decision engineering

Transformation savings need a decision-level AI ledger

Forecast accuracy is an input to the decision—not the business outcome

FedEx Network 2.0: integrating Express and Ground shifts the decision trade-offs to local operations

Why o9’s knowledge graph matters as supply-chain decision architecture

SAP's cross-functional supply chain agents expose the economics of decision rights

DC rebalancing is a network decision, not a stock-transfer recommendation

Why faster AI decisions require milestones based on physical supply-chain outcomes

AI supply chain planning: faster decisions need clearer accountability

Sponsored insight: How AI is reshaping supply chain decision-making

Reversibility as a rule for AI decision rights

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

Anaplan study links decision latency to supply-chain margin loss

Gartner: AI-driven supply chain headcount cuts put the next generation of planning judgment at risk

Descartes and agentic AI: from orchestrated demos to accountable logistics execution

Transportation leadership: why AI cannot orchestrate a network it cannot see

Kinaxis frames operational AI as an always-on supply chain decision system

Industrial AI scaling depends on interoperable operating architecture

Procurement agents need autonomy boundaries before workflow redesign

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

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

Continuous-planning agents must remain connected to governed plans

Exotec: one in four supply chain leaders regret their warehouse automation decision

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

Enterprise AI architecture must preserve business meaning across systems

From Open-Source Multi-Agent Control Tower to Governed Supply Chain Decision App

Build a governed Claude Managed Agent for Supply Chain workflows

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Map the supply chain IT portfolio before adding another AI application

Build a Governed AI Control Tower for Logistics Questions

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

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

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

How to Compare Forecast Models Before Selecting One in AWS Supply Chain

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

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

Run a One-Week Planning Master-Data Audit

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

22 practical Data Science projects for Supply Chain teams

DecisionBrain

Aible

Microsoft Azure AI Foundry

Databricks Mosaic AI

Meta Llama

MyExobrain

KNAPP

C3 AI Supply Chain Suite

Aera Technology

o9 Solutions

Aptean

Writer

IBM watsonx

AI21 Labs

OpenAI

GAINS

AIMMS

John Galt Solutions

Lokad

Kinaxis

Interos

DeepSeek

Amazon Bedrock

Sunstice

KBRW

IFS Cloud

Microsoft Dynamics 365 Supply Chain Management

Oracle Fusion Cloud SCM

SAP

Daisy Intelligence

DataLeo

MIT Data Science Lab

Digital Supply Chain Institute

Bluecrux

BEOM Consulting

Georgia Tech Supply Chain & Logistics Institute

Cambridge Institute for Manufacturing

Cognizant

Cassie Kozyrkov

Arnaud Morvan

Jean-François Nordmann

Damien Portmann

Alain Matar

Rajesh Gangadharan

Bob Parker

Mark Sawaya

Edmund Zagorin

Prashant Gopalan

Bertrand Maltaverne

Anne Robinson

Rami Goldratt

Martijn Lofvers

Samir Saci

Sandia Ghernati

Nicolas Vandeput

Guillaume Trécan

Marco Macchi

Jagjit Singh Srai

Joannes Vermorel

Muddassir Ahmed