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C.H. Robinson extends Lean AI agents to ocean freight, air cargo and customs brokerage

Mistral launches Timestral: probabilistic forecasting models for time-series data

Jabil opens AI-enabled Intelligent Logistics Hub in Penang

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

Colombina standardizes ERP and IBP operations before activating AI agents

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

Unusual Machines partners with Altana for supply-chain intelligence

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

Sphera connects external supply chain risk signals to operational decisions with new AI capabilities

Anora reports channel-level forecasting gains with RELEX

Boscov's moves fulfillment onto Manhattan ActiveOrder

FourKites and Chorus launch Store Marketing Intelligence for consumer brands

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

aPriori launches aiSource for general availability

Alipay’s reported AI-pay volume turns agentic commerce into an inventory and fulfillment issue

Coupa positions AI governance as a procurement-platform capability

SAP acquires Prior Labs and commits more than €1 billion to tabular foundation models

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

project44 launches Mo, a conversational Supply Chain analyst

Loadsmart launches freight AI agents with human operators absorbing unresolved exceptions

Netstock releases 2026 planning benchmark from 2,500+ customers

ReposiTrak moves Touchless Retail from launch to live DSD deployment

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

Almeera selects RELEX to unify forecasting, replenishment and space planning across Qatar

Japan advances cargo-only automated logistics road with new field-test programme

Umai Retail expands Retano SCM with Leonardo AI and planner-controlled replenishment tools

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

SAP Connect shows Joule moving from supply-chain disruption analysis toward workflow resolution

Vendor customer story: Garrett Motion connects global supply chain planning with o9

Lyric named an Example Vendor in Gartner’s 2026 Supply Chain Analytics and Decision-Making market overview

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Senior Application Developer, MDK/Fiori/ABAP

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Senior Planner — KSA

Head of Demand Planning & S&OP - Rohlik Group

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

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

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

Principal Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Distinguished Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Senior Demand & Supply Planner - Anduril Industries

Data Architect, AI and Supply Chain Insights

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

Architect, Machine Learning (Principal Scientist)

Applied Scientist, Execution Planning Science & Engineering, Amazon (10562813)

Sr Applied Scientist, Amazon Supply Chain (Job ID 10488022)

Factory Planner — NVIDIA (JR2021699)

Interim S&OP Consultant — London

Service Program Manager, Supply Chain and Maintenance Planning, Labs

Specialist III, Material Logistics and S&OP

Digital Solution Advisor — SAP Cloud ERP / Digital Supply Chain

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

Data & AI Consultant — Autonomous Supply Chain

D&T Analyst I — Supply Chain

IT Lead, Customer Experience Engineering

Supply Chain Planner and Buyer

Material Planning Analyst

Enterprise Account Executive, Supply Chain Risk Management

Senior Product Manager, Supply Chain

EVENT: Stimson event examines global-trade enforcement through traceability

SECURITY: Bitsight warns AI is compressing the third-party and supply-chain attack timeline

NOMINATION: Aebi Schmidt appoints Georg Mohr Chief Supply Chain

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

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

Cryoport Systems appoints Chris LaGullo as Chief Operations Officer

NOMINATION: 4SiGHT appoints Joanne Strong as SVP, Delivery Excellence and Innovation

EVENT: EcoVadis Catalyst 2026 convenes sustainable-supply-chain leaders

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

EVENT: Webinar — Five MarketMaps, One Emerging Supply Chain Technology Architecture

EVENT: Gartner Supply Chain Planning Summit 2026 announced for London

DISRUPTION: Motive and Highway restore ELD data access after integration dispute

EVENT: SiliconExpert frames electronics AI around auditable recommendations

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

SECURITY: Holiday-period cargo theft risk rises as freight remains parked

EVENT: How I vibe-coded my Advanced Planning System

ShipMonk appoints Todd Bills as chief operating officer

NOMINATION: PPG appoints Anthony DeGram vice president, global supply chain, separating procurement and supply chain leadership

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

AI-enabled supply-chain tools are widening the cyberattack surface

EVENT: Supply Chain session examines AI and BI security as pilots move toward production

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

EVENT: Inventory planning webinar confronts the high-stock plus stockout paradox

EVENT: MIT SCALE webinar tests what AI can and cannot fix in planning

EVENT: aim10x Americas puts optimization back inside AI decision architecture

EVENT: Supply-chain AI accountability focuses on the agent log

SECURITY: Port of Los Angeles reports 120 million cyberattack attempts in August

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

Toyota Automated Logistics appoints Matt Kuper as inaugural Chief Operating Officer, Americas

NOMINATION: Newell Brands appoints Guillermo Beade as Chief Operating Officer

Always-on Supply Chains need decision authority, not just visibility

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

Claude and Power BI show the promise and validation gap of AI-assisted inventory allocation

Supplier compliance AI must end in sourcing action

AI sustainability is becoming a physical Supply Chain constraint

Regional manufacturing support must be tied to order-winning capability

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

Port partnerships need shared exception data to become operational

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

Reversibility as a rule for AI decision rights

Logistics AI only becomes orchestration when visibility closes into action

Supply Chain AI adoption is moving from visibility to controlled action

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

Planning AI needs explainability at the decision boundary

AI is changing demand planning unevenly, not universally

AI supply chain planning: faster decisions need clearer accountability

False exception alerts expose a fragile handoff in Supply Chain AI

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

Physical-AI scale depends on the ecosystem around the robot

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

Enterprise AI architecture must preserve business meaning across systems

Supply Chain agents need transaction proof, not conversational fluency

AI hardware ethics reframes semiconductor Supply Chain opacity as an accountability problem

Lighthouse factories must prove transferability, not only local performance

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

Exotec: one in four supply chain leaders regret their warehouse automation decision

FedEx Network 2.0: integrating Express and Ground shifts the decision trade-offs to local operations

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

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

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

Build a Governed AI Control Tower for Logistics Questions

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 Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

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

How to Validate an AI Demand Forecast Before Planners Use It

Map the supply chain IT portfolio before adding another AI application

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

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

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

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

Run a One-Week Planning Master-Data Audit

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a governed Claude Managed Agent for Supply Chain workflows

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

22 practical Data Science projects for Supply Chain teams

Weights & Biases

BigID

Wiliot

Monte Carlo

Arize AI

Trax Retail

Fiddler AI

Crisp

Ambi Robotics

Mitsubishi Electric

LangChain

Boston Dynamics

Google

Argon & Co

LlamaIndex

Körber

Bluecore

Celonis

Komugi

Fiix

Nanoprecise

Augury

VusionGroup

UiPath

Scandit

RetailNext

OneTrust

Mad Street Den

Intelligence Node

Informatica

GS1

ABI Research

C.H. Robinson

DataLeo

Bluecrux

ETH Zurich

Robotics 24/7

NTT DATA Supply Chain Consulting

Kearney PERLab

Thoucentric

Alkemys Consulting

Opus Numeris

MIT Data Science Lab

AWESOME

KPMG Supply Chain

Forrester

DC Velocity

Rhenus Logistics

Radial

Nippon Express

Kuehne+Nagel

Hellmann Worldwide Logistics

Bleckmann

EyeOn

Genpact Supply Chain

Bain Operations

ISG Software Research

IDC Supply Chain

BEOM Consulting

Melonee Wise

Eugene Demaitre

Remko van Hoek

Lars Jensen

Joannes Vermorel

Nicolas Vandeput

Sarah Barnes-Humphrey

Jay Lee

Bart De Muynck

Tom Raftery

Anne Robinson

Isabelle Gazzola

George Cooper

Ken Goldberg

Wolfgang Lehmacher

Sheri Hinish

Michael Levans

Jean-Philippe Guillaume

Alain Matar

Pierre Mitchell

Pascal Van Hentenryck

Ken Chadwick

Pauline Coquinot

Shakil Ahmed Chowdhury

Radu Palamariu

Jean-François Nordmann

Martijn Lofvers

Samir Saci

Koen Wijnen

Diego Faria