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

Anaplan Study Frames Slow Planning Decisions as a Measurable Latency Tax

Sunstice launches Helios agentic AI layer for faster supply-chain decisions

o9 recognized across 2026 Gartner supply chain planning and decision intelligence reports

Anaplan introduces the Agentic Enterprise as decision infrastructure

o9 frames Responsible AI as enterprise readiness for agentic planning

AIMMS enters new growth phase after acquisition by GRO

project44 launches Decision Intelligence for automated supply-chain operations

Blue Ridge launches AI-native planning platform built on Databricks

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

CISCE showcases industrial AI across advanced-manufacturing value chains

Anthropic publishes an AI-native startup playbook for founders building with agents

2026 Inventory-Planning Review Shows Automation Shifting From Forecasting to Replenishment Decisions

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

Blue Yonder reinforces its AI-native planning position after 2026 Gartner recognition

River Logic and TenglerConsulting partner on value-chain optimization in Europe

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

project44 launches Mo, a conversational Supply Chain analyst

Pigment upgrades AI Agents with live web context and source citations

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

Kinaxis pushes agentic AI from planning insight toward operational orchestration

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

Gartner’s 2026 Supply Chain Top 25 puts autonomous workforces and AI orchestration at the center

Daher expands LeanDNA APEX to standardize supply chain execution across three continents

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

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

FourKites enhances Inventory Twin to connect S&OP planning with execution

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

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

Oracle embeds new AI agents across end-to-end supply chain operations

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Senior Demand & Supply Planner - Anduril Industries

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Supply Chain Strategy & Optimization

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

Associate Director — Global Oncology Forecasting and Analytics

Digital Product Owner — M&S Accelerator

Associate Director — Planning System Lead

Senior Manager — Supply Chain Network Capacity & Flow

Data Architect, AI and Supply Chain Insights

Supply Chain AI Program Expert - AGCO

Senior Director — Business Architect, Supply Chain Management

Lead Product Manager — Supply Chain AI

Demand Planner, Fluid Connector Group North America - Parker Hannifin

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

Director, Inventory Optimization and Operations Planning

Director, End-to-End Planning

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

Interim Supply Chain Manager — Food Manufacturing

Demand & Inventory Planner – Food Import & Trading

Head of AI & Advanced Apps

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

Supply Chain Planning Engineer

Managing Consultant — Supply Chain, AI-Driven Procurement Advisory

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

Customs Brokerage Specialist, ACT Destination Operations

Manager, Supply Chain Planning – Global Process Owner

Category Planner — Central Hub

Responsable Supply Chain H/F — Transition Mission

Sales & Operations Planning Specialist

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

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

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

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

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

EVENT: Optilogic examines how supply-chain design can close the decision-speed gap

EVENT: o9’s CMO hire puts the “enterprise decision system” narrative under scrutiny

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

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

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

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

WARNING: Supply-chain AI needs governance beyond automation

RISK: AI agents should not run supply chains without physical context and human oversight

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

RISK: AI autonomy can expand faster than human accountability

EVENT: Arnaud Morvan leads Alpes Supply Chain session on AI in supply chain

EVENT: AIMMS session explores optimization-led supply-chain planning

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

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

EVENT: Konekti wins the 2026 European Supply Chain Start-up Contest

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

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

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

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

EVENT: RAISE 2026 convenes enterprise AI leaders in Paris

SECURITY: AI-Driven Software Supply Chain Attacks Increase Pressure on Enterprise Controls

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

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

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

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

AI planning requires shared decision ownership before advanced analytics

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

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

Transformation savings need a decision-level AI ledger

AI Skills Are Not Enough If Decision Ownership Is Unclear

S&OP needs decision memory, not another collaborative whiteboard

AI is making Supply Chain insight cheaper—but decision latency remains the bottleneck

AI is changing Supply Chain skills from functional expertise to decision engineering

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

Why o9’s knowledge graph matters as supply-chain decision architecture

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

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

AI supply chain planning: faster decisions need clearer accountability

ERP migration should not freeze the supply chain planning decision layer

Industrial AI programmes should count changed decisions, not participating companies

IBP is a management discipline before it is a technology project

Anaplan study links decision latency to supply-chain margin loss

Acquiring AI Talent Does Not Automatically Create a Governed Decision System

Designing a Governed Middle Layer Between ERP and Decision Apps

Forecast Consumption Is a Decision Rule, Not a Technical Detail

AI Around Optimization: Better Inputs, Decisions and Learning Loops

Single-View Visibility as a Supply Chain Decision Enabler

Technology Radar Programs Shift the Question From Trends to Decisions

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

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

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

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

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

AI Education Is Expanding Faster Than Supply Chain Governance

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

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

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

Build a Governed AI Control Tower for Logistics Questions

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

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

Aible

ICRON

GAINS

Aera Technology

o9 Solutions

No Chain Technologies

Palantir

Databricks Mosaic AI

Microsoft Azure AI Foundry

Aleph Alpha

AI21 Labs

Meta Llama

Google Gemini Enterprise

Anthropic

AIMMS

Coupa Supply Chain Design & Planning

Kinaxis

Mistral AI

Anaplan

Komugi

Siemens Digital Industries Software

Oracle Supply Chain Management

Colibri S&OP

Dassault Systèmes DELMIA

River Logic

Oracle Fusion Cloud SCM

SAP

LeanDNA

ketteQ

Xeneta

DataLeo

Bluecrux

Kearney PERLab

Georgia Tech Supply Chain & Logistics Institute

Forrester

J.B. Hunt Transport Services

CEVA Logistics

EyeOn

Oliver Wight

Genpact Supply Chain

Thoucentric

Arnaud Morvan

Florent Tronquit

Jean-François Nordmann

Chakri Gottemukkala

Rajesh Gangadharan

Damien Portmann

Shakil Ahmed Chowdhury

Ludovic Giraud

Amélie Destefanis

Xavier Feltin

Bertrand Maltaverne

Anne Robinson

Rob Handfield

Samir Saci

Chinmay Bhatt

Alain Matar

Simon Jacobson

Marco Macchi

Jagjit Singh Srai

Fei Tao

Simon Evenett

Remko van Hoek

Cathy Roberson

Fabrice Bonneau

Benoît Elie

Richard Wilding

Yossi Sheffi