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GEPP replaces legacy planning with an AI-driven RELEX platform

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

RELEX expands AI-powered manufacturing planning from IBP to execution

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

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

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

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

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

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 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

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

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

LeanDNA launches Demand Scenario Modeling in APEX

U.S. Army awards Rune Technologies a $99M contract for AI-powered predictive logistics

Anthropic’s Founder’s Playbook Signals the Rise of AI-Native Operating Models — And Supply Chains Should Pay Attention

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

Associate Director — Planning System Lead

IT & Data Product Analyst — Integrated Business Planning

Internship — Global Supply Chain Planning

Connected Planning Model Builder

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Supply Chain Analyst

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

Principal Engineer, Supply Chain Transformation

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

Principal Development Architect, SAP Business Data Cloud

Supply Chain Project Engineer

Planning Solution Architect

Integration Consultant

AI Supply Chain Consultant

Domain Principal, Supply Chain

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

Senior Product Manager, Supply Chain

Supply Chain & Manufacturing AI Specialist

Digital Product Owner — M&S Accelerator

Supply Chain AI Enablement Lead

Data Integration Engineer

Principal Integrations Architect

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

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

EVENT: How I vibe-coded my Advanced Planning System

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

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

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

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

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

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: 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

EVENT: Automate 2026 opens in Chicago

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

EVENT: India completes military-logistics AI programme

WARNING: AI-Enabled Vulnerability Discovery Is Breaking the Traditional Patch Cycle

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

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

WARNING: Unexplained AI Forecasts Can Create Inventory and Capacity Decision Risk

SECURITY: McKesson discloses cybersecurity incident; material impact not determined

AI-built planning applications collapse development time, not planning complexity

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

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

Why Planners Trust Excel More Than Planning Systems

Multi-agent Supply Chains need coordination economics, not just specialised agents

Planning-stack ownership is becoming a Supply Chain role

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

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

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

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

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

Beyond the perfect order: AI planning must define what good means

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

Six AI developments reshaping supply-chain software

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

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

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

Enterprise AI architecture must preserve business meaning across systems

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

Human accountability remains central to self-driving S&OP

Multi-agent supply-chain AI may require satisficing rather than local optimization

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

Ganacos Positions the Master Production Schedule as the Link Between Forecasts, Capacity and Execution

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

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

Why Closed-Loop Control Matters in Modern Supply Chain Planning

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a Governed AI Control Tower for Logistics Questions

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

Workday Adaptive Planning

Aptean

Miebach

Jedox

Centric Software

The Access Group

CyberPlan

Dialflo

PlanetTogether

6 River Systems

Aera Technology

SAP

SymphonyAI

Anthropic

o9 Solutions

AutoScheduler.AI

SSI Schäfer

Amazon Bedrock

xAI

KBRW

MyExobrain

HighByte

Siemens Digital Industries Software

Google Gemini Enterprise

ThroughPut AI

Starburst

Monte Carlo

Confluent

Denodo

Aleph Alpha

BEOM Consulting

Bluecrux

Genpact Supply Chain

Kearney Operations

Deloitte Supply Chain

Accenture Supply Chain

Eindhoven University of Technology

DSV

C.H. Robinson

Arvato Supply Chain Solutions

Prashant Gopalan

Thierry Lucas

Antoine Guéguen

Thomas Barciet

Gregory Pitstick

Alain Matar

Tanguy Caillet

Florian Saucias

Nicolas Vandeput

Yossi Sheffi

Lisa Anderson