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SAP lays out an autonomous Supply Chain Management architecture

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

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

Motive launches AI-powered Maintenance

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

Gatik raises $200M to scale driverless middle-mile freight

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

Hackett models AI World Class supply chain gains: Not measured deployment results

Logistics Reply introduces an authority model for AI agents in warehouse execution

OMP and PwC move medac onto a unified demand plan

Havoc and Rune integrate autonomy with logistics planning

LeanDNA launches Demand Scenario Modeling in APEX

Boscov's moves fulfillment onto Manhattan ActiveOrder

Circus commercializes standardized supply layer for autonomous sustainment robots

ARIS launches Process Context for Enterprise AI to ground agents in operational workflows

Valeo Foods selects RELEX for end-to-end manufacturing planning

ReposiTrak moves Touchless Retail from launch to live DSD deployment

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

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

Shipium moves parcel audit upstream with Always-On Audit

Snowflake introduces Business Ontology to ground AI agents in approved enterprise definitions

FourKites and Chorus launch Store Marketing Intelligence for consumer brands

Fujitsu, SoftBank Robotics and partners launch AI pilot to standardize packaging damage assessment

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

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

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

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

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

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

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

Principal Data and Applied Science, SCM Autonomous Suite

Senior Data and Applied Scientist, SCM Autonomous Suite

AI Data Engineering Manager, GPSC Insights Engineering - General Motors

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

Principal Engineer: modelling input to long-range supply planning

Data & AI Consultant — Autonomous Supply Chain

Senior Manager, Supply Network Planning

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

Applied Scientist, Worldwide Grocery Stores - Data and Science

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

Data Architect, AI and Supply Chain Insights

Data Science Expert (Domain Models) – Data Labs

Architect, Machine Learning (Principal Scientist)

Factory Planner — NVIDIA (JR2021699)

S&OP Planning & Optimization Analyst

Director, Supply Chain Data & AI - BD (Becton, Dickinson and Company)

Supply Chain Planning and Operations (SCPO) AI Lead - Intel

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Senior Demand & Supply Planner - Anduril Industries

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

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

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

Director, Inventory Optimization and Operations Planning

Global Squeeze S&OP Manager

Solution Architect, Supply Planning — o9 Solutions

Supply Chain AI Program Expert - AGCO

o9 Functional Consultant

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

SHORTAGE: Sonix warns memory constraints could affect imaging shipments through 2026

EVENT: Distribution AI forum challenges autonomous-planning claims

NOMINATION: Aebi Schmidt appoints Georg Mohr Chief Supply Chain

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

EVENT: Gartner examines the gaps in Supply Chain AI value realization

NOMINATION: McLane promotes Chris Smith to Executive Vice President and Chief Operating Officer

NOMINATION: Oatey promotes Eric Kirwen to VP, Supply Chain Planning and Logistics

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

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

EVENT: MIT completes advanced AI-driven Supply Chain training for operational leaders

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: Oatey appoints George Clowtis SVP, Global Sourcing & Logistics

EVENT: MIT session moves supply-chain AI discussion from analytics to agentic decision-making

EVENT: From Risk to Resilience — AI’s Role in the Modern Defense Supply Chain

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

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

EVENT: AI Across the Chain moves the discussion from planning to physical execution

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

NOMINATION: Jeff Rowe takes over ADM's newly created Chief Operating Officer role

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

Cryoport Systems appoints Chris LaGullo as Chief Operations Officer

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

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

EVENT: Reuters Supply Chain Europe opens with planning-AI readiness session

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

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

Google TimesFM reframes forecast model-building as a decision-architecture problem

Autonomous supply-chain technology creates a coordination problem before it creates autonomy

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

Risk management is reshaping the Supply Chain operating model

Quick fixes become operating-model debt when exceptions turn permanent

The Autonomous Era Is Here: What Supply Chain Leaders Need to Do Next

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

Gartner: planning autonomy will remain rare even after heavy AI spending

Supply-chain cyber risk is a network-mapping problem, not a supplier-score problem

US manufacturing expands for a tenth month: ISM Manufacturing PMI at 55.5% in October 2026

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

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

Medical device supply chains: When more safety stock is the right resilience decision

A 2027 AOP is only executable if S&OP can translate it into monthly operating decisions

Supply-chain risk AI becomes more useful when signals are linked across the product lifecycle

Evaluating agentic AI for demand forecasting requires more than forecast accuracy

LogiPharma: AI and machine learning rise among pharma supply-chain investment priorities

Cencora uses predictive alerts and RFID to move DSCSA exceptions ahead of receiving

Supply Chain Copilots—Network Decision Intelligence & Autonomous Execution

AI framework moves obsolescence management toward component-level early warning

ABB research deliberately keeps LLMs out of the autonomous decision core

Hybrid AI agents automatically turn factory layouts into simulation models

QAD / Redzone argues ERP is moving from system of record to system of action

The moment of truth in supply chain planning happens after the plan

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

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

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

Two Logistics Markets, One Responsiveness Challenge: The Planning-Control Implication

Gartner: AI could make hospital inventory counting obsolete

o9 customer stories show connected planning value emerging before agentic autonomy

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

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

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

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

How to Validate an AI Demand Forecast Before Planners Use It

How to validate an AI inventory use case before buying software

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

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

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

Run a One-Week Planning Master-Data Audit

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

Build a Governed AI Control Tower for Logistics Questions

22 practical Data Science projects for Supply Chain teams

Monte Carlo

Weights & Biases

Google DeepMind

Fiddler AI

Daisy Intelligence

Arize AI

LangChain

Holistic AI

VusionGroup

Argon & Co

Fivetran

Databricks

Fox Robotics

Covariant

Boston Dynamics

Fairmarkit

Nanoprecise

Pactum

Resilinc

Prewave

Wakeo

DataRobot

Globality

Haizol

Wiliot

Immuta

Credo AI

Dataiku

frePPLe

HighByte

Digital Supply Chain Institute

J.B. Hunt Transport Services

Opus Numeris

Modern Materials Handling

CEVA Logistics

BCG Supply Chain

Alkemys Consulting

BEOM Consulting

Oliver Wight

EY Supply Chain

Accenture Supply Chain

Bluecrux

ETH Zurich

The Robot Report

Robotics 24/7

Procurement Leaders

McKinsey Operations

Gartner Supply Chain

Kearney PERLab

DataLeo

Eindhoven University of Technology

CSCMP

Cambridge Institute for Manufacturing

AWESOME

ASCM

KPMG Supply Chain

FreightWaves

Forrester

DC Velocity

EyeOn

Simon Jacobson

Arnaud Morvan

Simon Evenett

Prashant Gopalan

Diego Faria

Helen Greiner

Eugene Demaitre

Thomas H. Davenport

Antoine Guéguen

Rajesh Gangadharan

Philip Ideson

Radu Palamariu

Melonee Wise

Marco Prüglmeier

Preeti Jain

Joannes Vermorel

Henrik Christensen

Mark Sawaya

Raffaello D’Andrea

Chakri Gottemukkala

Louis Collignon

Nicolas Vandeput

Knut Alicke

Elouise Epstein

Bertrand Maltaverne

Matthew Spooner

Chinmay Bhatt

Pieter Abbeel

Fabrice Bonneau

Isabelle Gazzola