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FedEx plans tariff refunds with priority for data-sharing shippers

Coupa and Celonis combine process intelligence with autonomous spend management

ASOS expands Celonis process intelligence to optimize supply-chain operations

Celonis expands process intelligence and AI solution suites for supply-chain operations

EcoVadis supplier-risk report exposes AI data-readiness gap

Microsoft scales 111+ supply-chain agents after redesigning workflows and shared data

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

Inspectorio research finds retail supply-chain AI adoption accelerating

T-Systems and SupplyOn bring sovereign AI agents to industrial procurement

DENSO transforms global supply-chain operations with Oracle Fusion and embedded AI

project44 launches Autopilot as a no-code platform for supply-chain agents

Jean-François Nordmann joins o9 Solutions to support its expansion in France

Danone frames AI as a resilience layer for supply chains

Coupa launches Compose and Catalyst to accelerate agentic AI delivery

SAP embeds agents into manufacturing and supply-chain workflows at Hannover Messe

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

Colombina standardizes ERP and IBP operations before activating AI agents

d-Matrix adopts Nvidia NVLink Fusion for inference-focused AI servers

SAP presents its autonomous Supply Chain vision around AI agents and orchestration

Syngenta, McDonald’s and McCain strengthen China’s potato supply chain

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

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

Infios adds AI agents for supply chain execution across orders, warehouses and transportation

Coupa acquires Rossum to automate document-intensive procurement workflows

SAP launches its Autonomous Enterprise and governed Business AI Platform

Oracle introduces Fusion Agentic Applications for finance and supply chain

Ganacos and Carrefour to Present a Unified Private-Label S&OP Model at Supply Chain Event 2025

ISG says AI is accelerating agile Supply Chain planning platforms

SAP prepares a new Integrated Business Planning sneak preview for June 22

Data & BI Junior Project Manager Intern — Softgoods R&D

Global Supply Chain Business Operations Intern, Data & AI

Specialist, Supply Chain Management Data & Innovation

IT & Data Product Analyst — Integrated Business Planning

Supply Chain Data Analyst

Internship — Supply Chain Planning Digitalisation

Data Science Expert (Domain Models) – Data Labs

Data & AI Consultant — Autonomous Supply Chain

Global Process Owner — Sales and Operations Planning

Internship — Global Supply Chain Planning

o9 Functional Consultant

o9 Solutions Consultant / Senior Consultant

Solution Architect, Supply Planning — o9 Solutions

Business Processes Senior Consultant — Supply Chain Planning PP/DS

ERP Development Business Analyst, Senior

Head of AI & Advanced Apps

AI Supply Chain Consultant

Interim Kinaxis RapidResponse / Maestro Planner

SCM Technology Manager

ICQA Area Manager, Inventory Control and Quality Assurance

Interim Supply Chain Manager — Food Manufacturing

Senior Service Parts Forecasting Manager

o9 and Kinaxis Functional Consultants & Solution Architects

Development Business Analyst — M3 Supply Chain Planning

Project Manager — Slim4 Implementations

Supply Chain AI Enablement Lead

Material Planning Specialist — AI & Automation Focus

Senior Supply Chain Implementation Consultant

Demand Plan & Orders Scheduling Analyst

Senior Techno-Functional Consultant — Demand Planning

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

EVENT: INDL-9 examines the human data-work layer behind AI supply chains

RISK: AI-Generated Electronic Part Data Can Introduce Sourcing and Compliance Errors

EVENT: MIT SCALE webinar tests what AI can and cannot fix in planning

EVENT: On-demand webinar — Demand Planning in 100 Days

EVENT: Trade Compliance Tech examines AI across ERP, classification and export-control workflows

REGULATION: CBP begins immediate voiding of inaccurate importer-of-record numbers

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

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

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

SHORTAGE: HUG moves its drug shortage platform to real-time updates

EVENT: BSR examines operational implications of the EU Forced Labour Regulation

REGULATION: USMCA review opens a new period of sourcing uncertainty

EVENT: SAP presents Q2 Revenue Growth Management planning and AI updates

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

OUTAGE: Anaplan platform access incident

EVENT: Inspectorio focuses Atlanta roundtable on moving Supply Chain AI from vision to execution

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

NOMINATION: Digimarc appoints former Elemica and Kinaxis executive Paul Carreiro as CEO

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

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

EVENT: RISC 2026 International Supply Chain Conference — 9 April 2026, Paris

Retail supply-chain AI is advancing faster than data and process unification

AI readiness is a planning-process question before it is a model question

Manufacturing agent adoption is moving faster than data readiness

DataLeo sees demand planning roles shifting toward hybrid business-and-data profiles

Supply Chain AI ROI depends on an end-to-end value blueprint, not isolated use cases

AI planning projects often fail upstream: the real problem may be master data or workflow

Supply-chain AI adoption is rising, but fragmented data is limiting measurable value

Lean transformation should remove complexity before AI adds another layer

DataLeo’s project portfolio illustrates the changing role of independent Supply Chain transformation advisors

DataLeo frames frugality as a practical Supply Chain transformation principle

The agentic-AI market forecast is growing faster than process redesign

AEO creates a new visibility risk for supply chains

IBM study warns that AI dependency can reduce operational control

Scaling Supply Chain AI Requires Process Ownership, Data Discipline and Governance

Procurement AI is advancing faster than multi-tier supplier evidence

Ganacos Links Demand Planning Performance to Data Quality, Cross-Functional Ownership and Scenario Governance

Stefano Esposizione argues that AI will amplify weak Supply Chain governance rather than fix it

GenAI lowers the automation threshold, but error economics determine what should be automated

AI orchestration in demand-supply networks: what breaks first?

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

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

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Forecast Value Added Turns Planner Overrides into a Measurable Governance Process

Ganacos White Paper Frames S&OP as an Integrated Decision Process Across Supply, Finance and Operations

Planning productivity claims double-count the same planner minute

Lighthouse factories must prove transferability, not only local performance

AI Around Optimization: Better Inputs, Decisions and Learning Loops

AI Education Is Expanding Faster Than Supply Chain Governance

Single-View Visibility as a Supply Chain Decision Enabler

22 practical Data Science projects for Supply Chain teams

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

Map the supply chain IT portfolio before adding another AI application

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

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

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a Governed AI Control Tower for Logistics Questions

Dataiku

Braincube

Seeq

UiPath

Monte Carlo

Collibra

Automation Anywhere

Celonis

LlamaIndex

AspenTech

Yokogawa

Emerson

Honeywell

Google Cloud Supply Chain

Epicor

Aleph Alpha

Arkieva

Komugi

Siemens Digital Industries Software

Oracle Supply Chain Management

Cohere

Mistral AI

REMIRA

FuturMaster

Dassault Systèmes DELMIA

Infor Supply Chain Planning

Microsoft Dynamics 365 Supply Chain Management

Board

OMP

SAP

DataLeo

Opus Numeris

Thoucentric

Deloitte Supply Chain

Capgemini Supply Chain

CIPS

Cambridge Institute for Manufacturing

KPMG Supply Chain

BCG Supply Chain

Bertrand Maltaverne

Thomas H. Davenport

Chinmay Bhatt

Pierre Pélissier

Vincent Cotte

Arnaud Morvan

Elouise Epstein

Lisa Anderson

Gregory Pitstick

Pauline Coquinot

Shakil Ahmed Chowdhury

Diego Faria

Alain Matar

Nikki Baird

Daniel Stanton

Knut Alicke