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GEPP replaces legacy planning with an AI-driven RELEX platform

NEC launches cross-system SCM AI Agent for forecasting, procurement and planning

OMP turns implementation expertise into a certifiable planning-system asset

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

RELEX expands AI-powered manufacturing planning from IBP to execution

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

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

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

REMIRA positions AI-powered inventory and supply chain software for European planning teams

B2Wise launches CommWise.ai for extensible AI planning workflows

Amart replaces legacy planning with AI-driven forecasting and replenishment

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

Miro and Fortience advance an SCM Decision Canvas for supply-chain planning

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

No Chain Technologies Wins Best Supply Chain Information System at the 2026 Agora Awards

Infor and Kinaxis launch an advanced planning solution for discrete manufacturers

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

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

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

T-Systems and SupplyOn bring sovereign AI agents to industrial procurement

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

GEP index signals renewed buffer-stock building as supply disruption fears rise

Schneider Electric advances software-defined automation at Automate 2026

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

Danone frames AI as a resilience layer for supply chains

SAP Labs India selects enterprise-AI and industrial-intelligence startups for its 2026 studio

SAP Positions Joule Agents and Assistants as a New AI Layer for Supply Chain Management

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

CATL declares sodium-ion storage system ready for industrial supply-chain scale-up

Associate Director — Planning System Lead

IT & Data Product Analyst — Integrated Business Planning

Internship — Global Supply Chain Planning

Connected Planning Model Builder

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Development Business Analyst — M3 Supply Chain Planning

SAP IBP Supply Chain Planning Consultant – S&OP/S&OE

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Supply Chain Analyst

Service Program Manager, Supply Chain and Maintenance Planning, Labs

Supply Chain Planning Analyst (Early Talent) — 2 openings

Solution Architect — Supply Chain Planning, Manufacturing

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Senior Service Parts Forecasting Manager

Technical Product Owner — Plan

Enterprise Solution Architect — Demand Planning and Fulfillment

Solution Sales Executive, Supply Chain Management

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Principal Engineer, Supply Chain Transformation

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Supply Chain Project Engineer

SCM Technology Manager

Principal Development Architect, SAP Business Data Cloud

Manager — SAP IBP Advisory

Planning Solution Architect

Founding GTM / Growth Opportunity at Centrum AI (Supply Chain Intelligence Platform)

QA Consultant / QA Automation Engineer — Supply Chain Technology

Supply Chain Manager I, North America Transportation Execution

Integration Consultant

AI Supply Chain Consultant

EVENT: How I vibe-coded my Advanced Planning System

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

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

EVENT: FERC software conference examines planning and market efficiency

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

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

EVENT: Kinexions 2026 Opens the Conversation on AI-Native Supply Chain Planning

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

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

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

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

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

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

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

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

EVENT: Supply Chain LIVE London to Examine the Future of AI in Planning and Execution

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

EVENT: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

EVENT: MyExobrain returns to Supply Chain Event 2025 to showcase AI decision agents

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

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

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

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

EVENT: Amine BENMESBAH attends Gartner Supply Chain Symposium/Xpo 2026 in Barcelona

WARNING: Agentic AI supply chain software spend is projected to surge, raising governance pressure

EVENT: Automate 2026 opens in Chicago

OUTAGE: Anaplan platform access incident

WARNING: Frontloaded ocean shipping makes late-summer demand signals harder to read

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

RISK: IMO Begins Coordinated Passage for Ships Stranded in the Gulf

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

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

Demand planning, supply planning and customer service may converge into one customer-facing role

Why Planners Trust Excel More Than Planning Systems

Recurring Emergencies Are Usually a Planning-System Signal

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

Jon Nichols shows what continuous planning looks like in a next-gen planner’s week

Ganacos Frames Inventory Optimization as a Continuous Decision Process Across ERP, WMS and Planning

Komugi Frames Workload-Capacity Audits as the Foundation of Industrial Planning Transformation

Agent washing creates a governance risk in supply-chain planning

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

Amr Mohamed reframes AI in demand planning as a research assistant, not a decision-maker

Planners + Agents: Why Supply Chain Planning Needs Human Judgment and Governed AI Agents

Industrial AI policy is shifting from model leadership to production-system capacity

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

Supply-chain technology is converging on orchestration, composability and AI governance

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

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

Updating planning parameters is a practical first step for supply-chain AI

Critical Thinking Is Becoming a Core Supply Chain Planning Capability

Kinaxis and the “SaaS-pocalypse” test: why supply chain software may be different

Lora Cecere warns against the AI spin cycle in supply chain planning

Model Literacy Matters Only When Planning Decisions Are Governed

Multi-agent supply chains need a control plane before they need more agents

DataLeo evaluates agentic planning as an acceleration layer, not a replacement for planning structure

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

Parcel capacity can be a software-architecture constraint rather than a building constraint

Human accountability remains central to self-driving S&OP

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Run a One-Week Planning Master-Data Audit

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

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

Build a Governed AI Control Tower for Logistics Questions

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

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

Workday Adaptive Planning

Infor Supply Chain Planning

Aptean

Miebach

Jedox

Centric Software

Plex

B2Wise

The Access Group

MRPeasy

CyberPlan

Dialflo

StockIQ

PlanetTogether

Synchro

6 River Systems

Aera Technology

SAP

SymphonyAI

Anthropic

REMIRA

Netstock

Flowlity

Colibri S&OP

SymphonyAI Retail CPG

E2open

Oracle Fusion Cloud SCM

o9 Solutions

Argon & Co

AutoScheduler.AI

Bluecrux

BEOM Consulting

Genpact Supply Chain

Capgemini Supply Chain

Kearney Operations

EY Supply Chain

Deloitte Supply Chain

Accenture Supply Chain

BCG Supply Chain

DataLeo

Thoucentric

Eindhoven University of Technology

ASCM

ALICE

DSV

C.H. Robinson

Arvato Supply Chain Solutions

Bain Operations

Prashant Gopalan

Alain Matar

Thierry Lucas

Diego Faria

Chakri Gottemukkala

Antoine Guéguen

Thomas Barciet

Chinmay Bhatt

Gregory Pitstick

Tanguy Caillet

Florian Saucias

Nicolas Vandeput

Knut Alicke

Jean-François Nordmann

Yossi Sheffi

Lisa Anderson

Hau L. Lee