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

Stord opens live fulfillment data to AI workflows through MCP

Inspectorio research finds retail supply-chain AI adoption accelerating

ADB Digital Strategy Prioritizes Data Governance and Responsible AI Across Asia-Pacific

Kinaxis partners with Databricks for governed AI-powered supply-chain orchestration

General Mills ties AI and Supply Chain redesign to a $3 billion savings programme

Pigment expands Modeler Agent with application-history context to explain planning changes

David Simchi-Levi examines how LLMs are reshaping manufacturing and Supply Chain decisions

Nvidia and Palantir package open-model AI for supply-chain operations

4flow recognized in 2026 Gartner assessment for Supply Chain strategy, planning and operations consulting

Optilogic introduces Ada to compress supply chain network design from months to days

Ganacos and Carrefour to Present a Unified Private-Label S&OP Model at Supply Chain Event 2025

US Defense Logistics Agency applies Nicolas Vandeput’s demand-forecasting framework

Microsoft scales 111+ supply-chain agents after redesigning workflows and shared data

LeanDNA launches Demand Scenario Modeling in APEX

EU joins Pax Silica initiative for AI and chip supply-chain security

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Pigment upgrades AI Agents with live web context and source citations

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

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

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

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

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

Coles and Ever.Ag modernize fresh-meat supply planning

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

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

Danone frames AI as a resilience layer for supply chains

E2open positions agentic AI as an embedded layer for connected supply chain management

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

ASML capacity plan highlights the physical bottleneck behind AI demand

Connected Planning Model Builder

Data and Controls Engineer

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

Data Scientist — inventory optimisation and agentic AI

Supply Chain AI and Data Science Lead

Principal Data and Applied Science, SCM Autonomous Suite

Data Science Expert (Domain Models) – Data Labs

Data & AI Consultant — Autonomous Supply Chain

o9 Functional Consultant

Applied Scientist, Worldwide Grocery Stores Data and Science

Supply Chain AI Enablement Lead

o9 Solutions Consultant / Senior Consultant

Specialist — Spend Analytics

Head of AI & Advanced Apps

Supply Chain Scientist / Business Data Analyst

SCM Technology Manager

Senior Application Developer, MDK/Fiori/ABAP

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Senior Service Parts Forecasting Manager

Planning and Scheduling Manager

AI Supply Chain Consultant

Lead Product Manager — Supply Chain AI

Manager / Senior Manager, Supply Chain AI-Driven Planning Advisory

Principal Engineer — Supply Chain Planning

SCM Technology Manager

Digital Solution Advisor, SAP Cloud ERP and Digital Supply Chain

Transportation Representative, Network Operations Center

Transportation Representative, GSF Singapore operations

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Principal Engineer, Supply Chain Transformation

WARNING: “One data model” does not guarantee one governed planning truth

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

RISK: Open Machine-Learning Models Create an Uncontrolled AI Supply Chain

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

EVENT: Hidden AI supply chain risks move into the planning governance agenda

EVENT: Supply Chain USA 2026 opens in Chicago

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

OUTAGE: Anaplan CloudWorks integrations disrupted across multiple regions

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

SECURITY: CISA Defines Minimum AI Bill-of-Materials Requirements

WARNING: Specialized planning agents can multiply faster than their governance model

REGULATION: EU General-Purpose AI Obligations Begin Applying

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

EVENT: EurOMA 2026 examines AI, planning and supply-chain resilience

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

WARNING: Supply Chain AI Talent Demand Jumps 387%, Widening the Execution Gap

RISK: AI Rises to the Second-Highest Global Corporate Risk

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

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

EVENT: MyExobrain highlights agentic AI adoption gap after Gartner Supply Chain Symposium

FAILURE: Uniform Governance May Cause AI-Agent Deployments to Fail

OUTAGE: Anaplan platform access incident

NOMINATION: GXO creates CIO role and separates technology foundation from AI acceleration

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

EVENT: American Bar Association examines AI procurement, IP and Supply Chain risk

EVENT: CARISCA Supply Chain summit opens in Accra

REGULATION: USMCA review opens a new period of sourcing uncertainty

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

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

AI priorities in manufacturing: talent, operating model and data foundation come before agentic AI

Retail supply-chain AI is advancing faster than data and process unification

Model Literacy Matters Only When Planning Decisions Are Governed

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

DataLeo sees demand planning roles shifting toward hybrid business-and-data profiles

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

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

AI-first planning vendors differ most in who owns the model

Long-Running AI Agents Change the Planning Operating Model

AI Skills Are Not Enough If Decision Ownership Is Unclear

Rajesh Gangadharan argues that agentic AI will hit an organizational operating-model wall

Ankur Gupta argues supply chain needs world models, not just agents

Heather Sye’s AI maturity model exposes the gap between experiments and operating-model change

AI readiness is a planning-process question before it is a model question

IBM study warns that AI dependency can reduce operational control

AI Education Is Expanding Faster Than Supply Chain Governance

Jean-Philippe Poisson maps the AI strategies reshaping consulting delivery models

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

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

Supply Chain Skills Are Becoming Decision Architecture Skills

Muddassir Ahmed proposes a data-driven alternative to intuition-based make-or-buy decisions

Radu Palamariu examines how global Supply Chain operating models are being redesigned

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

Plan-for-every-part succeeds only when every parameter has an owner

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

Supply chain planning in 2026: why AI alone is not enough

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

The planning product owner is the missing bridge between roadmap and decision governance

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

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

How to validate an AI inventory use case before buying software

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 AI Control Tower for Logistics Questions

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

Centrum-AI

Databricks

Dataiku

DataRobot

Databricks Mosaic AI

Weights & Biases

OneTrust

Immuta

Fiddler AI

BigID

Amazon Web Services

Google DeepMind

DeepSeek

IBM watsonx

Meta Llama

Anthropic

Workday Adaptive Planning

LlamaIndex

IBM

Google

HighByte

Litmus Automation

Cognite

Google Cloud Supply Chain

Jedox

Siemens Digital Industries Software

Microsoft Azure AI Foundry

xAI

AI21 Labs

Sunstice

DataLeo

Opus Numeris

Digital Supply Chain Institute

EY Supply Chain

BCG Supply Chain

Eindhoven University of Technology

Accenture Supply Chain

Oliver Wight

Deloitte Supply Chain

Forrester

Kearney PERLab

Bluecrux

Cambridge Institute for Manufacturing

KPMG Supply Chain

Bain Operations

Nicolas Vandeput

Bertrand Maltaverne

Thomas H. Davenport

Rajesh Gangadharan

Philip Ideson

Chakri Gottemukkala

Louis Collignon

Jean-François Nordmann

Samir Saci

Vincent Cotte

Fei Tao

Florent Tronquit

Knut Alicke

Elouise Epstein

Sandia Ghernati

Chinmay Bhatt

Pieter Abbeel

Gregory Pitstick

Alain Matar

Bart De Muynck

Cassie Kozyrkov

Tanguy Caillet

Prashant Gopalan

Jagjit Singh Srai

Jan C. Fransoo

Anne Robinson

Thomas Robert