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Algo8 industrial AI platform planned for public-market spinout

Schneider Electric advances software-defined automation at Automate 2026

Komugi Uses SIANE 2025 to Promote Outsourced PIC and MRP Planning for Industrial SMEs

IBM, Gujarat and IAIRO plan Industrial AI Centre of Excellence

Claire’s opens Illinois distribution centre to improve inventory flow and planning

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

Komugi Brings Workload-Capacity Planning to Global Industrie 2025

Schneider Electric agrees to acquire Cognite for $3.1 billion

CISCE showcases industrial AI across advanced-manufacturing value chains

Accenture moves to acquire Industries eXcellence Group to deepen Siemens planning and manufacturing capabilities

SAP Labs India selects enterprise-AI and industrial-intelligence startups for its 2026 studio

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

Velo3D and Mears Machine expand distributed advanced-manufacturing capacity

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

SKU Science Showcases Forecasting and Inventory Features at Global Industrie 2025

Siemens Cre8Ventures adds ComposabilityPro as governance partner for its Digital Twin Marketplace

PENTA Electrical Safety Products Reports Higher Service Levels and Revenue After Deploying Komugi

Boskalis and Van Oord win €500 million Port of Luleå expansion contract

Hexagon releases VGSTUDIO MAX 2026.2 for multi-part CT inspection

South Korean groups commit $195 billion to AI, robotics and advanced manufacturing

H-E-B plans a $700 million expansion of refrigerated and bakery supply-chain operations

World Economic Forum adds 16 Lighthouse awards as AI scales across manufacturing and supply chains

Gartner’s 2026 Supply Chain Top 25 puts autonomous workforces and AI orchestration at the center

ATLANT 3D, A*STAR IMRE and NAMIC Partner on AI-Driven Materials Discovery

Linesight warns of tightening supplier capacity for critical US construction equipment

NEURA Robotics raises up to $1.4 billion to scale its physical-AI platform

SAP unveils AI-first, network-centric supply-chain innovations at Sapphire

BoCloud raises new funding to expand AI deployment in manufacturing

Micron breaks ground on ¥1.5 trillion Hiroshima HBM expansion

BMW and Mistral AI apply domain-specific AI to vehicle crash simulation

Manager, Distribution

Logistics Engineer – Electric Power

Data and Controls Engineer

Product Analyst — Distribution Planning

Logistics Engineer

Solutions Architect — AI & Procurement

Data Science Analyst

Responsable Supply Chain H/F — Transition Mission

Specialist, Order Management

Principal Software Engineer, Autonomy Services

AI Architect — AI and Data, Industries

o9 and Kinaxis Functional Consultants & Solution Architects

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

Director of Deliver Operations Planning

Service Delivery Leader - Supply Chain Management

Clinical Supply Chain Coordinator — Inventory Management

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

AI Portfolio Lead H/F

Lead Agentic AI Engineer

S&OP Planning & Optimization Analyst

Senior Consultant/Manager – RELEX Demand Planning & Replenishment Planning

Domain Principal, Supply Chain

Supply Chain Strategist and Inventory Champion

Specialist, Supply Chain Management Data & Innovation

Supply Chain Planning Engineer

Interim Supply Chain Manager — Food Manufacturing

Senior Supply Chain Consultant — SaaS Implementation

Head of AI & Advanced Apps

Planning Solution Architect

Digital Product Owner — M&S Accelerator

EVENT: NAW releases first 2026 AI Adoption Index for distributors

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

WARNING: Yossi Sheffi identifies electricity availability as an underestimated Supply Chain risk

EVENT: Geek+ and S&S Activewear open an automated distribution centre for a live operational tour

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

EVENT: ARC Industry Leadership Forum Asia opens in Tokyo

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

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

ATTACK: Ransomware Forces Ingram Micro Systems Offline

EVENT: Distribution AI forum challenges autonomous-planning claims

EVENT: MACHINA Physical AI Summit opens in Paris

EVENT: RELEX and Blackstone examine the speed gap in supply-chain AI adoption

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

NOMINATION: Michael Dumais joins the CMC board

EVENT: Automate 2026 opens in Chicago

EVENT: China supply-chain expo opens with dedicated AI zone

WARNING: Richard Wilding says Middle East disruption could affect food and industrial Supply Chains for months

EVENT: DFYA introduces MyExobrain at Supply Chain Event 2024

ALERT: Heat and capacity constraints restrict Rotterdam and Antwerp container flows

EVENT: Algo Hosts “The Trillion-Dollar Forecast” Webinar on Forecasting as a Scenario Tool

WARNING: German port labor vote opens conditional path to indefinite strike

RISK: Mundra empty-container rule change triggers depot operators’ suspension threat

NOMINATION: Crompton Greaves appoints Anuj Lall as Head of Integrated Supply Chain

EVENT: Aluminium China opens with intelligent-manufacturing and restructuring themes

DISRUPTION: strikes and typhoon effects pressure multiple ports

REGULATION: CBP changes CAPE declaration handling for bonded-warehouse entries

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

EVENT: ASU explores multimodal AI from engineering design through manufacturing process planning

NOMINATION: Suntory Global Spirits names Manuel Cabañas Chief Supply Chain Officer

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

Schneider Electric’s lighthouse network shifts industrial AI from isolated pilots to operating-system design

Lead-time forecasting should produce a probability distribution—not a single ERP parameter

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

AI is pushing Chinese factory robotics beyond highly standardized production

Build Fast, Govern Early: The New Control Layer for Supply Chain AI Tools

Manufacturing AI should be prioritized by operational value and readiness

Manufacturing agent adoption is moving faster than data readiness

AI adoption metrics are meaningless without a decision-quality metric

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

Erik Bush reframes the trillion-dollar inventory problem as an operating-model failure

Lisa Anderson examines how tariffs, AI and reshoring are reshaping US industrial manufacturing

Komugi Uses a Three-Month Test Model to Reduce Risk in Industrial Planning Adoption

Komugi Connects PIC, PDP, Workload Planning and Scheduling in a Single Industrial Decision Chain

Technology Radar Programs Shift the Question From Trends to Decisions

AI Infrastructure Opportunities May Matter More Than End Applications

AI is shifting power from information control to judgment in GCC organizations

Human accountability remains central to self-driving S&OP

Agentic AI is turning logistics communication into an execution layer

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

No Chain Planning Reframes MRP Around Customer Impact and Feasibility

Always-on demand forecasting changes the infrastructure assumptions behind planning AI

AI planning requires shared decision ownership before advanced analytics

AI is moving supply-chain planning from prediction to automatic replanning

Multi-agent supply-chain AI may require satisficing rather than local optimization

Planning value increases when execution data closes the loop

Forecast overrides are a governance problem, not only a forecasting problem

Five questions that expose weak IBP maturity

IBP is a management discipline before it is a technology project

Agentic AI in logistics requires process orchestration and control

AI infrastructure growth depends on physical logistics capacity

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Map the supply chain IT portfolio before adding another AI application

How to Validate an AI Demand Forecast Before Planners Use It

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

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

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

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

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

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

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

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SymphonyAI Industrial

Schneider Electric

Epicor

QAD

Mitsubishi Electric

Trimble Transportation

Komugi

Braincube

HighByte

AVEVA

AspenTech

Hitachi Digital

Litmus Automation

Falkonry

Augury

C3 AI

Cognite

PTC

GE Vernova

Bosch

ABB

Honeywell

Rockwell Automation

Siemens

Agility Robotics

Boston Dynamics

Cohere

IFS Cloud

No Chain Technologies

NFI Industries

Thoucentric

Eindhoven University of Technology

Cambridge Institute for Manufacturing

The Robot Report

ARC Advisory Group

Ryder Supply Chain Solutions

WERC

Penske Logistics

Kenco Group

GEODIS

Alkemys Consulting

Opus Numeris

ETH Zurich

DC Velocity

Robotics 24/7

Modern Materials Handling

ABI Research

UPS Supply Chain Solutions

DHL Supply Chain

Bluecrux

FedEx Supply Chain

Genpact Supply Chain

Kearney PERLab

DataLeo

BEOM Consulting

Patrick de Coucy

Mike Guilfoyle

Jan Burian

Bob Parker

Eugene Demaitre

Florian Saucias

Fabrice Bonneau

Pierre Pélissier

Amélie Destefanis

Pauline Coquinot

Benoît Elie

Xavier Feltin

Gregory Pitstick

Simon Jacobson

Jay Lee

Jagjit Singh Srai

Henrik Christensen

Thierry Lucas

Quentin Maillet

Patrick Bower

Fei Tao

David Maloney

Diego Faria

Marco Macchi

Raffaello D’Andrea

Simon Evenett

Mark Sawaya

Adde Jans

Antoine Guéguen

Nicolas Vandeput