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

o9 frames Responsible AI as enterprise readiness for agentic planning

Algo Acquires Demand Driven Technologies to Create a Unified Demand-to-Supply Planning Platform

AIMMS enters new growth phase after acquisition by GRO

Bain Capital agrees to acquire SupplyOn

SAP prepares a new Integrated Business Planning sneak preview for June 22

Colibri S&OP positions AI agents inside accessible supply chain planning workflows

Blue Yonder frames multi-enterprise visibility and agentic AI as a resilience layer

project44 launches Mo, a conversational Supply Chain analyst

Nissin Foods selects Blue Yonder and Highspring for AI-driven Supply Chain planning

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

NetAcct launches AI-native ERP with embedded procurement and inventory workflows

Western Washington University moves JAGGAER procurement and contracts into production

Cisco and Rockwell Automation launch software-defined manufacturing framework in India

Oracle adds agentic AI applications for supply chain workflows

Anaplan introduces the Agentic Enterprise as decision infrastructure

Gartner puts agentic AI and physical AI into the 2026 supply-chain technology agenda

CISCE showcases industrial AI across advanced-manufacturing value chains

PLS Logistics acquires The AGL Group to expand international freight services

Qualcomm explores custom chip-design services for ByteDance

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

Board launches supply-chain and merchandising agents for continuous planning

Samsara introduces agentic shipment visibility and disposable tracking labels

Sunstice and Kbrw connect planning and execution through an agentic decision loop

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

China Tightens Indium Export Scrutiny as AI Infrastructure Demand Grows

AVI-SPL and Volvo Launch Autonomous Freight Operations Between Dallas and Houston

Iraq Plans Syrian Export Route to Diversify Beyond the Strait of Hormuz

Straive Acquires NextGen Invent to Expand Enterprise Data and AI Operationalization

Anaplan Study Frames Slow Planning Decisions as a Measurable Latency Tax

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Technical Product Owner — Plan

Associate Director — Planning System Lead

Digital Product Owner — M&S Accelerator

Interim Supply Chain Manager — Food Manufacturing

Manager, Supply Chain Planning – Global Process Owner

Responsable Supply Chain H/F — Transition Mission

o9 Solutions Consultant / Senior Consultant

Data & AI Consultant — Autonomous Supply Chain

Senior Manager, Supply Network Planning

Principal Engineer — Supply Chain Planning

D&T Analyst I — Supply Chain

Specialist, Supply Chain Management Data & Innovation

Material Planning Specialist — AI & Automation Focus

Customs Brokerage Specialist, ACT Destination Operations

Senior Global Supply Manager, Amazon Cloud Logistics

Enterprise Account Executive, Supply Chain Risk Management

Digital Solution Advisor, SAP Cloud ERP and Digital Supply Chain

Loss Prevention Specialist

AVS Instock Specialist

Senior Program Manager, Retail Business Services Brand Experience

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Principal Engineer, Supply Chain Transformation

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

Global Process Owner — Sales and Operations Planning

Co-Founder & CEO, AI Communication Agents for Freight & Logistics

Connected Planning Model Builder

Senior Director, Supply Planning — Networking Products

Manager, Global Supply Chain Services Digital and Data Analytics

EVENT: Supply Chain orchestration panel to examine agentic AI and human decision ownership

WARNING: Planning-system product ownership can mask a parameter-ownership gap

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

RISK: Agentic planning claims are advancing faster than auditability and decision ownership

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

RISK: Autonomous supply-chain workflows can bypass the approval architecture

RISK: Commercial Autonomous Freight Requires Clear Exception and Liability Ownership

FAILURE: IBP change programs can deploy software faster than decision rights

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

SECURITY: Armed Groups and Illicit Actors Are Penetrating Legitimate Supply Chains

RISK: AI autonomy can expand faster than human accountability

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

NOMINATION: Mitchell Arends begins as Hershey Chief Supply Chain Officer

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

WARNING: SBOM Adoption Remains Uneven Ahead of EU Cyber Resilience Requirements

WARNING: ENISA Seeks Stronger Controls for SBOMs and Package Managers

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

WARNING: NIST Identifies Security Risks From AI Tools in Software Development

EVENT: FMI Supply Chain Forum asks retailers to prepare for AI-enabled execution

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

EVENT: CFO workshop links AI with Procurement and Supply Chain operating decisions

REGULATION: EU AI Act enforcement and Article 50 transparency duties begin

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

NOMINATION: J.M. Smucker appoints Douglas Guilherme SVP, Operations and Supply Chain

EVENT: AI-based demand forecasting in manufacturing course starts

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

EVENT: Advanced demand-planning and forecasting programme opens

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

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

Why Supply Chain Transformation Needs Both Executive Direction and Local Ownership

APIs Enable Supply Chain Automation—but Also Create Ownership Risk

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

AI Skills Are Not Enough If Decision Ownership Is Unclear

Scaling Supply Chain AI Requires Process Ownership, Data Discipline and Governance

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

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

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

IBP change management is part of the architecture—not the rollout plan

Master Data Is Not an IT Prerequisite—It Is a Planning Decision

The inventory-planning platform is not the operating model

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Operational Teams Should Own Supply Chain Transformation

AI Education Is Expanding Faster Than Supply Chain Governance

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

From Execution Roles to Orchestration Roles in Supply Chain Operations

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

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

Jean-François Nordmann proposes ten governance laws for vibe-coded Supply Chain applications

The agentic-AI market forecast is growing faster than process redesign

Supply planning is becoming capital allocation with a service constraint

Self-steering supply chains are arriving before companies have defined who owns the decision

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

Autonomous Freight Is Becoming an Operating-Model Question

AI Infrastructure Is Exposing the Limits of Tier-One Supply Visibility

Cold-Chain Expansion Makes Telemetry and Exception Governance More Critical

Acquiring AI Talent Does Not Automatically Create a Governed Decision System

Long-Running AI Agents Change the Planning Operating Model

Exception management is becoming the control plane for planning AI

Maintenance optimization belongs inside capacity planning—not beside it

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

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

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

Jedox

SKU Science

Anaplan

Workday Adaptive Planning

Siemens Digital Industries Software

Oracle Supply Chain Management

GAINS

Colibri S&OP

Dassault Systèmes DELMIA

Aera Technology

River Logic

Infor Supply Chain Planning

Oracle Fusion Cloud SCM

Pigment

o9 Solutions

OMP

SAP

MaintainX

Nanoprecise

Landing AI

TwinThread

HighByte

Seeq

Mitsubishi Electric

Litmus Automation

Sight Machine

Tulip

Palantir

Cognite

Schneider Electric

Opus Numeris

Georgia Tech Supply Chain & Logistics Institute

Forrester

UPS Supply Chain Solutions

Ryder Supply Chain Solutions

Radial

Penske Logistics

NFI Industries

Maersk

Kenco Group

J.B. Hunt Transport Services

ID Logistics

GXO Logistics

GEODIS

FM Logistic

FedEx Supply Chain

Expeditors

DSV

DHL Supply Chain

CEVA Logistics

C.H. Robinson

Bleckmann

Arvato Supply Chain Solutions

EyeOn

Oliver Wight

Spinnaker SCA

Genpact Supply Chain

Kearney PERLab

Thoucentric

Alkemys Consulting

Pierre Pélissier

Antoine Guéguen

Ludovic Giraud

Arnaud Morvan

Florent Tronquit

Amélie Destefanis

Xavier Feltin

Shakil Ahmed Chowdhury

Jean-François Nordmann

Samir Saci

Chinmay Bhatt

Gregory Pitstick

Alain Matar

Nikki Baird

Simon Jacobson

Marco Macchi

Jagjit Singh Srai

Fei Tao

Roberto Michel

Raffaello D’Andrea

Melonee Wise

Simon Evenett

Elisabeth Braw

Tomer Gamlielle-Druyan

Remko van Hoek

Bertrand Maltaverne

Marco Prüglmeier

Cathy Roberson

Brittain Ladd

Adrian Gonzalez