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EcoVadis publishes reliability framework for supplier carbon data

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

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

CISCE highlights AI-driven innovation across global agri-food supply chains

Worldly gains recognition in Gartner sustainable-procurement market guide

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

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

Inspectorio research finds retail supply-chain AI adoption accelerating

Hexagon releases VGSTUDIO MAX 2026.2 for multi-part CT inspection

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

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

Danone frames AI as a resilience layer for supply chains

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

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

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

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

Bain Capital agrees to acquire SupplyOn

East West Manufacturing acquires Vexos

DELMIA supply chain planning and optimization remains central to Dassault Systèmes’ virtual-twin planning strategy

FICG links Johor manufacturing with Singapore sourcing and innovation through a JS-SEZ strategy

Haizol launches HaiBot, an agentic AI system for manufacturing sourcing

CISCE showcases industrial AI across advanced-manufacturing value chains

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

Didero expands AI-supported direct-procurement positioning

OMP launches Unison Express to accelerate supply chain planning deployments

Infor expands Industry AI with more than 100 agents and Agentic Orchestrator enhancements

Transportation leaders expect autonomous agents to reshape TMS operations

Petco Mexico selects RELEX for AI-driven forecasting and replenishment

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

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

Quality Engineer

ICQA Area Manager, Inventory Control and Quality Assurance

JJT TPO ERP Master Data Manager

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Supply Chain Data Analyst

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

Internship — Supply Chain Planning Digitalisation

Technical Supply Chain Implementation Consultant

Senior Integration Consultant

Supply Chain Senior Business Analyst / Consultant

Material Planning Specialist — AI & Automation Focus

Young Professional — Supply Chain Planning

Executive — Demand Planning

PPO Supply Chain Planning — Sales Forecast

Site Materials Manager

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

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

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

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

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

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

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

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

SECURITY: Armed Groups and Illicit Actors Are Penetrating Legitimate Supply Chains

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

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

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

Forecasting becomes more accessible with AI, but data still makes the difference

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

Supply-chain AI value depends more on workflow redesign than autonomy claims

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

Scope 3 data quality can change which suppliers look risky

AI adoption metrics are meaningless without a decision-quality metric

Supply Chain Skills Are Becoming Decision Architecture Skills

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

Komugi Frames Workload-Capacity Audits as the Foundation of Industrial Planning Transformation

Food and beverage AI adoption is outrunning governed enterprise access

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

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

Cold-Chain Expansion Makes Telemetry and Exception Governance More Critical

AI Education Is Expanding Faster Than Supply Chain Governance

Single-View Visibility as a Supply Chain Decision Enabler

Model Literacy Matters Only When Planning Decisions Are Governed

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

Nicolas Vandeput on machine learning, inventory simulation and planner roles

Machine-learning forecasting with promotions, prices, sell-outs and inventory

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

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

AI Skills Are Not Enough If Decision Ownership Is Unclear

Sourcing agents are becoming supplier-risk intelligence layers

Women in Supply Chain leadership should be measured by the standards they raise—not representation alone

Machine learning is changing demand planning, but humans still matter

Two-thirds of procurement organisations have AI ambitions their operating foundations cannot support

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

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

Run a One-Week Planning Master-Data Audit

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

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

Informatica

Collibra

Centrum-AI

Monte Carlo

Alation

Databricks Mosaic AI

Atlan

project44

QAD

Instrumental

Graphite Connect

SymphonyAI Industrial

Siemens Digital Industries Software

Oracle Supply Chain Management

Landing AI

DeepSeek

Cohere

FuturMaster

Dassault Systèmes DELMIA

Infor Supply Chain Planning

Microsoft Dynamics 365 Supply Chain Management

Solvoyo

o9 Solutions

Tive

StockIQ Technologies

Enmovil

Logility

Oracle Fusion Cloud SCM

SAP

Haizol

Opus Numeris

BEOM Consulting

Cognizant

Forrester

Capgemini Supply Chain

ARC Advisory Group

Kearney PERLab

Nicolas Vandeput

Bertrand Maltaverne

Cassie Kozyrkov

Florent Tronquit

Pierre Pélissier

Arnaud Morvan

Prashant Gopalan

Chinmay Bhatt

Diego Faria

Thierry Lucas