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ADB Digital Strategy Prioritizes Data Governance and Responsible AI Across Asia-Pacific

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

Kinaxis partners with Databricks for governed AI-powered supply-chain orchestration

Straive Acquires NextGen Invent to Expand Enterprise Data and AI Operationalization

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

Infor Nexus launches NexTrace for AI-assisted end-to-end traceability

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

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

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

project44 expands AI agents across procurement, disruption response and carrier operations

Zebra and Merck develop product-safety and traceability solutions for connected supply chains

Optilogic introduces Ada to compress supply chain network design from months to days

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

U.S. Army awards Rune Technologies a $99M contract for AI-powered predictive logistics

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

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

Vibe-Coded Supply Chain Apps Move From Experiment to Governance Challenge

Danone frames AI as a resilience layer for supply chains

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

SAP launches its Autonomous Enterprise and governed Business AI Platform

Coupa launches Compose and Catalyst to accelerate agentic AI delivery

E2open positions agentic AI as an embedded layer for connected supply chain management

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

David Simchi-Levi examines how LLMs are reshaping manufacturing and Supply Chain decisions

project44 acquires LunaPath.ai to accelerate autonomous supply-chain execution

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

Algo Acquires Demand Driven Technologies to Create a Unified Demand-to-Supply Planning Platform

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

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

Global Supply Chain Business Operations Intern, Data & AI

Data Integration Engineer

Senior Analyst, Data & Insights

TPO, IMT Supply Chain Plan Data Assets

Product Manager, Data Platform & AI Platform

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

AI and Data Analytics Intern

Supply Chain AI and Data Science Lead

Specialist Supply Chain Analyst — Forecasting & Supply Planning, Data & AI

IT & Data Product Analyst — Integrated Business Planning

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Connected Planning Model Builder

Integration Consultant

Implementation Consultant

Junior Implementation Consultant

Manager — SAP IBP Advisory

AI Automation & Operations Intelligence Intern

Internship — Supply Chain Planning Digitalisation

Gas Equipment Procurement Lead

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Manager, Global Supply Chain Services Digital and Data Analytics

Senior Applied Data Scientist – Item Recommendations

Internship — Global Supply Chain Planning

AI Architect — AI and Data, Industries

Technical Supply Chain Implementation Consultant

Senior Integration Consultant

Supply Chain Scientist / Business Data Analyst

Material Planning Analyst

ERP Development Business Analyst, Senior

Head of AI & Advanced Apps

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

EVENT: SAP examines the data foundation required for agentic AI

EVENT: Sam Robinson promoted to VP, Procurement at CleanArc Data Centers

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

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

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

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

WARNING: CISA Issues AI Data-Security Guidance Across the Full Lifecycle

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

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

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

SECURITY: Klue Supply-Chain Compromise Leads to CRM Data Exfiltration

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

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

NOMINATION: Debbie Murray appointed President and CEO of Canada’s National Maritime Group

EVENT: EurOMA 2026 examines AI, planning and supply-chain resilience

EVENT: Supply Chain USA 2026 opens in Chicago

Replay Available: Building an Agentic AI Supply Chain Decision Engine with Claude Code

WARNING: Planning-system product ownership can mask a parameter-ownership gap

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

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

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

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

WARNING: Supply Chain AI Talent Demand Jumps 387%, Widening the Execution Gap

EVENT: AI Agents in Supply Chain — From Use Cases to Operational Adoption

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

SECURITY: CISA Defines Minimum AI Bill-of-Materials Requirements

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

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

Why data control is becoming the decisive advantage for SaaS-based Supply Chain AI

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

DataLeo evaluates agentic planning as an acceleration layer, not a replacement for planning structure

DataLeo warns that AI-built Supply Chain tools could become the next generation of shadow IT

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

DataLeo frames frugality as a practical Supply Chain transformation principle

AI priorities in manufacturing: talent, operating model and data foundation come before agentic AI

Master Data Is Not an IT Prerequisite—It Is a Planning Decision

Supply Chain Data Will Never Be Perfect—Decision Logic Must Account for It

Muddassir Ahmed says procurement roles are shifting toward data, strategy, technology and risk

Supply Chain Skills Are Becoming Decision Architecture Skills

Cold-Chain Expansion Makes Telemetry and Exception Governance More Critical

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

Muddassir Ahmed proposes a data-driven alternative to intuition-based make-or-buy decisions

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

Lora Cecere warns against the AI spin cycle in supply chain planning

AI Education Is Expanding Faster Than Supply Chain Governance

Single-View Visibility as a Supply Chain Decision Enabler

AI Skills Are Not Enough If Decision Ownership Is Unclear

Model Literacy Matters Only When Planning Decisions Are Governed

Maria Jesús Sáenz challenges four misconceptions slowing digital-twin adoption

S&OP Needs a Governed Middle Layer Between ERP and Executive Decisions

Inventory Reduction Is a Consequence, Not a Transformation Objective

Sourcing agents are becoming supplier-risk intelligence layers

Mapping the First Wave of Vibe-Coded Supply Chain Applications

Self-steering supply chains are arriving before companies have defined who owns the decision

Acquiring AI Talent Does Not Automatically Create a Governed Decision System

Long-Running AI Agents Change the Planning Operating Model

22 practical Data Science projects for Supply Chain teams

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

Run a One-Week Planning Master-Data Audit

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

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

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 validate an AI inventory use case before buying software

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build and Govern a Production-Ready AI Agent with Amazon Bedrock AgentCore

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

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

FedEx Dataworks

Databricks Mosaic AI

Centrum-AI

Google Cloud Supply Chain

project44

Tive

Alloy

AWS Supply Chain

Jedox

Epicor

QAD

Siemens Digital Industries Software

Oracle Supply Chain Management

Xeneta

DeepSeek

IBM watsonx

Amazon Bedrock

Microsoft Azure AI Foundry

xAI

Aleph Alpha

AI21 Labs

Meta Llama

Cohere

Mistral AI

Google Gemini Enterprise

OpenAI

Anthropic

KBRW

Sunstice

Daybreak AI

MIT Data Science Lab

DataLeo

GS1

ETH Zurich

Cognizant

Opus Numeris

BEOM Consulting

FreightWaves

NTT DATA Supply Chain Consulting

S&P Global Market Intelligence

Eindhoven University of Technology

Thoucentric

EY Supply Chain

Deloitte Supply Chain

IDC Supply Chain

Forrester

Capgemini Supply Chain

Accenture Supply Chain

Bluecrux

NC State Supply Chain Resource Cooperative

MIT Center for Transportation & Logistics

ISM

INSEAD Technology and Operations Management

Georgia Tech Supply Chain & Logistics Institute

Digital Supply Chain Institute

Cranfield Centre for Logistics and Supply Chain Management

CIPS

Cambridge Institute for Manufacturing

KPMG Supply Chain

ARC Advisory Group

Bertrand Maltaverne

Jason Miller

Chris Rogers

Nicolas Vandeput

Maria Jesús Sáenz

Fei Tao

Jean-François Nordmann

Samir Saci

Jay Lee

Florent Tronquit

Vincent Cotte

Thomas H. Davenport

Chakri Gottemukkala

Pierre Pélissier

Sandia Ghernati

Arnaud Morvan

Bob Parker

Cassie Kozyrkov

Pauline Coquinot

Louis Collignon

Thomas Barciet

Mark Sawaya

Prashant Gopalan

Chinmay Bhatt

Diego Faria

Gregory Pitstick

Alain Matar

Nikki Baird

Brian Kilcourse

Marco Macchi