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OMP turns implementation expertise into a certifiable planning-system asset

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

Western Washington University moves JAGGAER procurement and contracts into production

Accenture moves to acquire Industries eXcellence Group to deepen Siemens planning and manufacturing capabilities

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

CISCE showcases industrial AI across advanced-manufacturing value chains

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

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

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

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

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

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

Symbotic adopts ultra-fast charging technology for autonomous warehouse robots

RELEX demonstrates agentic AI for unified retail and supply-chain planning

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

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

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

Fabletics deploys GreyOrange gStore for real-time inventory management

project44 launches Decision Intelligence for automated supply-chain operations

Infor and Kinaxis launch an advanced planning solution for discrete manufacturers

Associate Director — Planning System Lead

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Technical Product Owner — Plan

IT & Data Product Analyst — Integrated Business Planning

Internship — Global Supply Chain Planning

Digital Product Owner — M&S Accelerator

Connected Planning Model Builder

Supply Chain Project Engineer

Supply Chain AI Lead — SCM

Senior Program Manager, Retail Business Services Brand Experience

Data & AI Consultant — Autonomous Supply Chain

Senior Global Supply Manager, Amazon Cloud Logistics

Principal Engineer, Supply Chain Transformation

Senior Director — Business Architect, Supply Chain Management

Solution Architect

Principal Integrations Architect

Solution Lead — Plan to Forecast

Manager — SAP IBP Advisory

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Change Manager — o9 MEU, IBP

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

EVENT: How I vibe-coded my Advanced Planning System

SECURITY: NIST Draft Reframes Cybersecurity for AI Systems and AI-Enabled Threats

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

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

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

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

EVENT: Alpes Supply Chain receives “prix coup de cœur” at the Gala des Directeurs Supply Chain

EVENT: RAISE 2026 convenes enterprise AI leaders in Paris

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

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

DISRUPTION: Marks & Spencer Cyberattack Halts Online Orders and Disrupts Food Availability

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

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

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

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

EVENT: Sam Robinson promoted to VP, Procurement at CleanArc Data Centers

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

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

REGULATION: NIST Begins Trustworthy-AI Profile for Critical Infrastructure

SECURITY: Malicious VS Code Extensions Expose Developer and AI Tool Supply Chains

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

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

EVENT: SAP demonstrates business AI across supply-chain planning and execution

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: Digital Twins & Process session focuses on supply-chain scenarios

SECURITY: Klue Supply-Chain Compromise Leads to CRM Data Exfiltration

RISK: Spreadsheet-Based S&OP Can Produce Conflicting Plans and Unowned Logic

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

Planning-stack ownership is becoming a Supply Chain role

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

Agentic AI economics require value ownership beyond token-cost tracking

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

APIs Enable Supply Chain Automation—but Also Create Ownership Risk

OpenAI’s Deployment Company raises the stakes for specialist Supply Chain consultancies

IBP is a management discipline before it is a technology project

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

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

Sheri Hinish calls for regenerative Supply Chains rather than further optimization of broken systems

Six AI developments reshaping supply-chain software

Acquiring AI Talent Does Not Automatically Create a Governed Decision System

AWS architecture moves multi-agent supply-chain AI from dashboards toward actions

Risk management is reshaping the Supply Chain operating model

Software supply-chain AI must prove safe remediation, not only faster patching

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

The inventory-planning platform is not the operating model

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

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

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

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

The AI-driven Supply Chain will need fewer planners—but stronger planning architects

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

ERP migration should not freeze the supply chain planning decision layer

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

Agentic logistics works only when agents can survive operational exceptions

Manufacturing agent adoption is moving faster than data readiness

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

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

Miebach

Mitsubishi Electric

SSI Schäfer

Mecalux

Workday Adaptive Planning

Jedox

Aera Technology

SAP

HighByte

TGW Logistics

Vanderlande

Swisslog

GreyOrange

Siemens Digital Industries Software

Aleph Alpha

Colibri S&OP

Infor Supply Chain Planning

Oracle Fusion Cloud SCM

o9 Solutions

Plus One Robotics

Pickle Robot

Mujin

Xeneta

Microsoft Azure AI Foundry

Meta Llama

Google Gemini Enterprise

Anthropic

REMIRA

ThroughPut AI

E2open

Bluecrux

Opus Numeris

DSV

C.H. Robinson

Arvato Supply Chain Solutions

Genpact Supply Chain

Thoucentric

DataLeo

Raffaello D’Andrea

Jagjit Singh Srai

Nikki Baird

Antoine Guéguen

Alain Matar

Fei Tao

Melonee Wise

Chakri Gottemukkala

Yossi Sheffi

Jean-François Nordmann

Chinmay Bhatt

Gregory Pitstick