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Suplari launches Data Assistant for procurement data management

Coupa and Celonis combine process intelligence with autonomous spend management

Argentina's Galo AI turns WhatsApp orders into structured supply chain data

Stord opens live fulfillment data to AI workflows through MCP

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

Renault outlines Supply Chain AI industrialization projects using Dataiku

SAP Positions Joule Agents and Assistants as a New AI Layer for Supply Chain Management

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

Samsara introduces agentic shipment visibility and disposable tracking labels

Coupa launches Compose and Catalyst to accelerate agentic AI delivery

Oracle adds AI-powered logistics and order-management capabilities

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

SAP lays out an autonomous Supply Chain Management architecture

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

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

TraceLink launches Track & Trace Lakehouse to connect serialized supply chain events with compliance decisions

Ayekart turns WhatsApp voice notes into structured supply chain data for rural India

Coupa acquires Rossum to automate document-intensive procurement workflows

Achilles acquires Cm3 to extend supplier and contractor risk intelligence into APAC

Sunstice and Kbrw connect planning and execution through an agentic decision loop

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

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

C.H. Robinson launches AI technology to continuously assess and improve global supply chains

NetAcct launches AI-native ERP with embedded procurement and inventory workflows

Western Washington University moves JAGGAER procurement and contracts into production

Hexagon releases VGSTUDIO MAX 2026.2 for multi-part CT inspection

Flash Global’s Dallas service-supply-chain centre begins operations

Compri raises €3.2 million to expand autonomous procurement agents

PLS Logistics acquires The AGL Group to expand international freight services

Didero expands AI-supported direct-procurement positioning

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

Product Manager, Data Platform & AI Platform

Solution Sales Expert – Supply Chain Management

Specialist, Supply Chain Management Data & Innovation

Supply Chain Data Analyst

Category Manager, Packaging, Global Procurement Operations

Interim Supply Chain Manager — Food Manufacturing

AI Portfolio Lead H/F

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Transportation Representative, GSF Singapore operations

Transportation Representative, Network Operations Center

Gas Equipment Procurement Lead

ICQA Area Manager, Inventory Control and Quality Assurance

Senior NPI Sourcing and Supply Chain Program Manager, AWS Power & Cooling

Material Planning Analyst

Supply Chain AI Program Expert - AGCO

Category Manager — Manufacturing

Associate Procurement Professional

Account Director — Supply Chain

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

o9 and Kinaxis Functional Consultants & Solution Architects

Configuration Analyst — Supply Chain

Head of AI & Advanced Apps

Senior Manager — AI & Self-Healing Engine, Last Mile Delivery

Senior Planner — KSA

Project Manager — Slim4 Implementations

Lead Product Manager — Supply Chain AI

Global ISC Continuous Improvement Manager, Supply Chain

Quality Engineer

Principal Engineer, Supply Chain Transformation

RESOURCE: Historical replay — AI and data management in supply chains (25 March 2026 roundtable)

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

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

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

NOMINATION: Würth Industry USA names Mauricio Morales Chief Supply Chain Officer, effective January 2027

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

EVENT: Supply-chain orchestration connects planning and execution

ATTACK: AI-Assisted Cloud Intrusion Reaches Administrator Access in Eight Minutes

EVENT: Reuters Supply Chain USA 2026 — Day Two

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

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

EVENT: Tanguy Caillet joins Xeneta as Chief Revenue Officer

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

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

EVENT: Alpes Supply Chain receives “prix coup de cœur” at the Gala des Directeurs Supply Chain

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

WARNING: AI-Enabled Vulnerability Discovery Is Breaking the Traditional Patch Cycle

SECURITY: CISA Issues Principles for Integrating AI Into Operational Technology

REGULATION: NIST Proposes Integrated Security, Privacy and Supply-Chain Risk Plans

EVENT: RoboCup 2026 closes in Incheon as South Korea links robotics talent to manufacturing AI

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

EVENT: How I vibe-coded my Advanced Planning System

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

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

Supply-chain technology ROI falls short when strategy and governance are missing

Controlled autonomy will define AI-enabled disruption management

Carrefour on ChatGPT shifts commerce readiness toward product data and fulfillment integration

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

Food and beverage AI adoption is outrunning governed enterprise access

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

Shipment visibility is shifting toward agent-supported exception management

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

AI’s role in building more sustainable supply chains

Cold-Chain Expansion Makes Telemetry and Exception Governance More Critical

False exception alerts expose a fragile handoff in Supply Chain AI

Predictive logistics needs external signals, not only ERP history

Agentic logistics works only when agents can survive operational exceptions

Procurement AI is advancing faster than multi-tier supplier evidence

Planning value increases when execution data closes the loop

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

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

Port partnerships need shared exception data to become operational

Edge AI requires lifecycle control, not only real-time inference

Single-View Visibility as a Supply Chain Decision Enabler

Vendor AI agents introduce a new Supply Chain third-party risk layer

Post-holiday backlog should be treated as an allocation problem, not a scheduling problem

AI should remove planning administration, not replace judgment

Plan-for-every-part succeeds only when every parameter has an owner

Exception management is becoming the control plane for planning AI

Inventory Reduction Is a Consequence, Not a Transformation Objective

Supply Chain Skills Are Becoming Decision Architecture Skills

Marketplace fragmentation makes inventory and service orchestration a strategic capability

22 practical Data Science projects for Supply Chain teams

How to Validate an AI Demand Forecast Before Planners Use It

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

Map the supply chain IT portfolio before adding another AI application

How to validate an AI inventory use case before buying software

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

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

Build a Governed AI Control Tower for Logistics Questions

Informatica

OneTrust

Denodo

Oracle Supply Chain Management

Alation

BigID

Microsoft Dynamics 365 Supply Chain Management

Graphite Connect

Jedox

project44

Epicor

Katana

sedApta

Sievo

Aptean

Sunstice

Trimble

Beroe

SpendHQ

QAD

Siemens Digital Industries Software

KBRW

REMIRA

Blue Yonder

Limble

Levelpath

Kodiak Hub

JAGGAER

Ivalua

Bringg

INSEAD Technology and Operations Management

Eindhoven University of Technology

Opus Numeris

DataLeo

ISM

Cranfield Centre for Logistics and Supply Chain Management

UPS Supply Chain Solutions

Kenco Group

GEODIS

FedEx Supply Chain

DHL Supply Chain

CEVA Logistics

Bleckmann

Arvato Supply Chain Solutions

Thoucentric

NC State Supply Chain Resource Cooperative

C.H. Robinson

Bluecrux

Bertrand Maltaverne

Jason Miller

Philip Ideson

Chinmay Bhatt

Gregory Pitstick

Alain Matar

Marco Macchi

Fei Tao

Shakil Ahmed Chowdhury

Thomas H. Davenport

Vincent Cotte

Daniel Stanton

Isabelle Gazzola

Thomas Barciet

Jean-Philippe Guillaume

Andreas Wieland

Amélie Destefanis

Martijn Lofvers

Prashant Gopalan

Diego Faria

Jason Busch

Dale Rogers

David Simchi-Levi

George Cooper

Nikki Baird

Zac Rogers

Tanguy Caillet