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

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

Neighborhood Intelligence selects RELEX to connect retail inventory and merchandise financial planning

Kodiact launches AI-native simulation platform for direct-materials decisions

Stüssy selects RELEX to connect forecasting, replenishment and merchandise financial planning

China–Malaysia forum positions AI as an operating layer for logistics, customs and compliance

Aramco Digital and Avathon expand industrial AI partnership

AI hardware demand redraws Asian air-cargo routes toward Malaysia, Vietnam and Singapore

IFS reports 25% ARR growth as industrial AI moves into operational workflows

Otto Group and Sereact bring NVIDIA-powered physical AI to returns processing

Ansaldo Energia selects Kinaxis Maestro to connect global planning

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

Nvidia targets up to 2 GW of AI data-center capacity in Australia

Nvidia and Palantir package operational AI for supply-chain decision loops

Ansaldo Energia selects Kinaxis Maestro for long-cycle supply planning

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

OMP turns implementation expertise into a certifiable planning-system asset

Anora reports channel-level forecasting gains with RELEX

FORTNA reaches recapitalization agreement to strengthen financial foundation

SYSPRO launches Torque industrial AI platform for operational decisions

Robotics associations establish a permanent international automation-policy framework

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

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

Universal Robots tests agentic orchestration across four cobots with Anthropic’s MHS

aPriori launches aiSource for general availability

Jabil opens AI-enabled Intelligent Logistics Hub in Penang

Anaplan expands India hub to support agentic enterprise planning

Circus commercializes standardized supply layer for autonomous sustainment robots

Argentina-founded Moova expands its AI-driven logistics software ecosystem

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

SAP NS2 Supplier Relationship Management and GSA Associate

Material Planning Specialist — AI & Automation Focus

Specialist III, Material Logistics and S&OP

Material Planning Analyst

Materials Requirement Senior Supervisor

Specialist, Order Management

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

Customs Brokerage Specialist, ACT Destination Operations

Supply Chain Planning Engineer

Data and Controls Engineer

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

Factory Planner — NVIDIA (JR2021699)

Material Planning Controller

Logistics Engineer

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

Solutions Architect — AI & Procurement

Principal Software Engineer, Autonomy Services

Business Intelligence Engineer, Automated Inventory Management

Data Science Analyst

Experienced Analyst, R&D Master Data

Specialist — Spend Analytics

Associate Procurement Professional

Operation Lead, Amazon Now

AVS Instock Specialist

Senior Demand & Supply Planner - Anduril Industries

Sales & Operations Planning Specialist

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

Market & Supplier Intelligence Specialist

Consultancy — Supply Chain AI Specialist

Specialist, Supply Chain Management Data & Innovation

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

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

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

EVENT: AIM 2026 concludes its programme on AI in materials and manufacturing

EVENT: ARC Industry Leadership Forum Asia opens in Tokyo

REGULATION: 25% US tariff on many Brazilian imports takes effect

EVENT: Global Supply Chain Management conference runs in Niagara Falls

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

EVENT: Dematic presents intelligent warehouse automation at CeMAT Australia

WARNING: India–Latin America exporters face constrained space and higher freight rates

EVENT: India completes military-logistics AI programme

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

DHL Express appoints Sandeep Juneja as SVP South Asia and Managing Director India

WARNING: BIS flags AI boom as a financial-stability risk

EVENT: Virginia launches an AI cohort for manufacturing, logistics and Supply Chain

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

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

EVENT: Algo webinar examines when supply chains should use forecast-driven push versus demand-driven pull

NOMINATION: Nanoscope Therapeutics appoints Troy Short SVP, Manufacturing and Supply Chain

REGULATION: US order expands defense-supplier risk assessment and domestic sourcing obligations

EVENT: MACHINA Physical AI Summit opens in Paris

REGULATION: USTR comment period closes on forced-labour tariffs covering around 60 economies

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

REGULATION: USMCA review opens a new period of sourcing uncertainty

DISRUPTION: India and Bangladesh exporters face ocean capacity squeeze

EVENT: Georgia Tech teaches engineering-led warehouse decision design

EVENT: Advanced Manufacturing Summit runs July 9–11

EVENT: Supply Chain Thought Leaders Roundtable examines AI and systemic resilience

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

EVENT: Bosch demonstrates AI-based inventory intelligence for MRO and production materials

Industrial AI scaling depends on interoperable operating architecture

Supplier compliance AI must end in sourcing action

Software supply-chain AI must prove safe remediation, not only faster patching

o9 and NVIDIA show why solve time limits AI planning value

Industrial AI programmes should count changed decisions, not participating companies

Agentic operations must govern actions outside ERP

Defense Supply Chain AI must explain the supplier action, not only the risk score

Raw-material shortages should change planning assumptions, not only risk dashboards

Malaysia warehouse AI is shifting from robotics-first to decision-layer deployment

Indonesia-focused view: AI agents are moving into real-time supply chain execution

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

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

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

Sekilo shows why vertical AI supply chains may outperform generic marketplaces

Visual AI turns warehouse evidence into financial recovery only if liability is traceable

Freight agents need commercial guardrails before execution authority

Multi-agent Supply Chains need coordination economics, not just specialised agents

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

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

Bilateral trusted-Supply-Chain policies need product-level qualification rules

BARC survey shows a wide gap between agentic-AI potential and current planning impact

Enterprise AI architecture must preserve business meaning across systems

RFQ data is becoming strategic cost intelligence—not just negotiation support

SmartFactory architecture puts agentic AI on top of standardized industrial semantics

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

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 in TMS matters only when it is embedded in the transport decision process

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

SAP IBP’s hidden dependency is orchestration upstream of the plan

Map the supply chain IT portfolio before adding another AI application

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

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

How to Validate an AI Demand Forecast Before Planners Use It

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

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

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

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

Activate Joule in SAP IBP Without Confusing Conversational Access with Planning Authority

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

Build an AI-assisted demand forecast in IBM Planning Analytics

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

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

Build a governed Claude Managed Agent for Supply Chain workflows

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

Build a Governed AI Control Tower for Logistics Questions

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

22 practical Data Science projects for Supply Chain teams

Weights & Biases

SymphonyAI Industrial

NVIDIA

Trimble

Trax Retail

Monte Carlo

Credo AI

LeanDNA

SymphonyAI

Imperia

Dialflo

Covariant

Katana

Komugi

Nanoprecise

Braincube

HighByte

AVEVA

AspenTech

Hitachi Digital

Litmus Automation

Falkonry

Augury

C3 AI

Cognite

PTC

GE Vernova

Bosch

ABB

Honeywell

Modern Materials Handling

MHI

Eindhoven University of Technology

Cambridge Institute for Manufacturing

The Robot Report

ARC Advisory Group

Opus Numeris

Georgia Tech Supply Chain & Logistics Institute

Robotics 24/7

Radial

Logistics Management

DC Velocity

CSCMP

Supply Chain Dive

Alkemys Consulting

WERC

ISM

ASCM

ETH Zurich

CIPS

ALICE

The Loadstar

Journal of Commerce

FreightWaves

BEOM Consulting

S&P Global Market Intelligence

Interact Analysis

ABI Research

Kenco Group

J.B. Hunt Transport Services

Jan Burian

Florian Saucias

Diego Faria

Sandia Ghernati

Maria Jesús Sáenz

Maria Villablanca

Brian Kilcourse

Adrian Gonzalez

Thomas Barciet

Prashant Gopalan

Bryan Gildenberg

Mike Guilfoyle

Bob Parker

Roberto Michel

Henrik Christensen

Eugene Demaitre

Edmund Zagorin

Lars Jensen

Bram Desmet

Patrick de Coucy

Fabrice Bonneau

Pierre Pélissier

Amélie Destefanis

Pauline Coquinot

Benoît Elie

Xavier Feltin

Nicolas Vandeput

Scott Luton

Sarah Barnes-Humphrey

Simon Jacobson