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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

OMP turns implementation expertise into a certifiable planning-system asset

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

Blue Ridge launches AI-native planning platform built on Databricks

Loadsmart launches freight AI agents with human operators absorbing unresolved exceptions

Kinaxis pushes agentic AI from planning insight toward operational orchestration

Infor puts warehouse readiness at the center of AI-at-scale execution

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

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

Anaplan introduces the Agentic Enterprise as decision infrastructure

CISCE showcases industrial AI across advanced-manufacturing value chains

PLS Logistics acquires The AGL Group to expand international freight services

Samsara introduces agentic shipment visibility and disposable tracking labels

Board launches supply-chain and merchandising agents for continuous planning

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

Qualcomm explores custom chip-design services for ByteDance

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

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Senior Demand & Supply Planner - Anduril Industries

Technical Product Owner — Plan

Associate Director — Planning System Lead

Digital Product Owner — M&S Accelerator

SCM Technology Manager

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

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

Interim Supply Chain Manager — Food Manufacturing

Manager, Supply Chain Planning – Global Process Owner

Responsable Supply Chain H/F — Transition Mission

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

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Data Architect, AI and Supply Chain Insights

Director, Inventory Optimization and Operations Planning

Supply Chain AI Program Expert - AGCO

Director, End-to-End Planning

Interim Kinaxis RapidResponse / Maestro Planner

Sales & Operations Planning Specialist

End to End Planning Manager, Shoulders

SAP IBP + OBP Consultant

o9 Solutions Consultant / Senior Consultant

Senior Manager, Supply Network Planning

Data & AI Consultant — Autonomous Supply Chain

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

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

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

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

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

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

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

RISK: AI autonomy can expand faster than human accountability

NOMINATION: Mitchell Arends begins as Hershey Chief Supply Chain Officer

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

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

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

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

NOMINATION: Paulig appoints Khalil El-Achkar as SVP, Supply Chain & Sourcing

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

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

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

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

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

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

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

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

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

AI pilot purgatory in supply chain: decision ownership is the scaling bottleneck

AI planning requires shared decision ownership before advanced analytics

Planning software ROI needs finance attribution and post-go-live ownership

Agentic AI economics require value ownership beyond token-cost tracking

Open-source APS lowers the software barrier—but raises the ownership requirement

Why Supply Chain Transformation Needs Both Executive Direction and Local Ownership

Planning-stack ownership is becoming a Supply Chain role

APIs Enable Supply Chain Automation—but Also Create Ownership Risk

Supply-chain technology ROI falls short when strategy and governance are missing

Five questions that expose weak IBP maturity

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

Transformation savings need a decision-level AI ledger

The AI-empowered supply-chain leader still owns the decision

IBP is a management discipline before it is a technology project

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

Vendor “agentic AI” claims now need an agent inventory, not another capability map

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

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

Risk management is reshaping the Supply Chain operating model

Supply Chain AI is crossing from experimentation into operating-model redesign

Mid-market planning vendors are converging on the same AI narrative—but not the same architecture

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

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

The inventory-planning platform is not the operating model

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

Operational Teams Should Own Supply Chain Transformation

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Stochastic optimization is becoming the governed middle layer between AI and MRP

AI investment outpaces data readiness: the GS1 US Supply Chain Readiness Gap study

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

Map the supply chain IT portfolio before adding another AI application

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

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

Komugi

Collibra

Alation

Miebach

Wiliot

UiPath

Trimble

Trax Retail

SymphonyAI

Ocado Group

NVIDIA

Microsoft

Mad Street Den

Körber

Google

Fivetran

Databricks

Centric Software

Automation Anywhere

Atlan

Amazon Web Services

Afresh

Fabrikatör

Imperia

Dataiku

Aible

LeanDNA

Avercast

Demand Solutions

AGR

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