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RELEX expands AI-powered manufacturing planning from IBP to execution

Logility launches an agentic orchestration layer across planning and execution

Carhartt selects RELEX for unified AI-driven supply-chain planning

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

DELMIA supply chain planning and optimization remains central to Dassault Systèmes’ virtual-twin planning strategy

Valeo Foods selects RELEX for end-to-end manufacturing planning

Wipak selects RELEX for connected demand, inventory and production planning

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

Schneider Electric advances software-defined automation at Automate 2026

Ansaldo Energia selects Kinaxis Maestro for long-cycle supply planning

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

LG adds an 80%-automated glass-powder line and a second production base in Vietnam

H-E-B plans a $700 million expansion of refrigerated and bakery supply-chain operations

HashMicro expands its manufacturing platform with AI-native operational capabilities

China’s factory recovery is increasingly concentrated in AI-related exports

Oracle adds agentic applications for inventory, supplier and production decisions

Komugi Brings Workload-Capacity Planning to Global Industrie 2025

LeanDNA launches Demand Scenario Modeling in APEX

John Galt adds faster scenario planning and conversational AI to Atlas

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

Pelico brings AI-powered manufacturing orchestration to Farnborough

SAP prepares a new Integrated Business Planning sneak preview for June 22

NEURA Robotics raises up to $1.4 billion to scale its physical-AI platform

SKU.io unifies make, buy and transfer planning in one demand workflow

Unilever scales AI-enabled digital twins across its manufacturing network with Accenture

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

OMP introduces UnisonIQ as an agentic AI layer for supply chain decision-making

South Korea discusses accelerated semiconductor capacity investment with Samsung and SK Hynix

World Economic Forum adds 16 Lighthouse awards as AI scales across manufacturing and supply chains

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

Production Planning Analyst

Material Planning Analyst

Solution Architect — Production Planning and Scheduling

Analyst Site Planning

Manager of Deliver Operations Planning

Materials Requirement Senior Supervisor

New Unit Master Scheduler

Supply Chain Planning Manager

Supply Chain Planning Engineer

Connected Planning Model Builder

Associate Director, Demand Planning & Purchasing

Business Processes Senior Consultant — Supply Chain Planning PP/DS

Senior Solution Architect — Demand, Supply, Production and S&OP

Planning and Scheduling Manager

Supply Chain Planning Engineer

Director E2E Product Planning

End to End Planning Manager, Shoulders

Production Intern

Manufacturing Master Scheduler

Solution Architect — Supply Chain Planning, Manufacturing

Site Materials Manager

Principal Engineer, Supply Chain Transformation

Planning Solution Architect

D&T Analyst I — Supply Chain

Material Planning Analyst

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

Supply Chain & Operations Manager / Senior Manager — Business Consulting

Demand & Inventory Planner – Food Import & Trading

Category Manager — Manufacturing

Supply Chain Senior Business Analyst / Consultant

EVENT: Slimstock User Day covers supply, demand, inventory and production planning

EVENT: B2Wise runs demand-driven factory planning workshop in Paris

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

EVENT: EurOMA 2026 examines AI, planning and supply-chain resilience

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: Production Scheduling AI — how it works and where it fits

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

EVENT: FERC software conference examines planning and market efficiency

EVENT: How I vibe-coded my Advanced Planning System

EVENT: o9 examines revenue-growth planning under persistent demand volatility

EVENT: Automated Negotiating Agents Competition includes a supply-chain management league

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

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

WARNING: Supply-Chain Cyber Incidents Create Material Production and Service Disruption

EVENT: Anaplan demonstrates AI-assisted model development with CoModeler

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

EVENT: Alain Matar to demonstrate a Claude-built IBP engine for GSCC

EVENT: Bosch demonstrates AI-based inventory intelligence for MRO and production materials

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: Manufacturers review supply-chain resilience strategies

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

EVENT: TDWI, SAP and Databricks examine real-time context for production Supply Chain AI

NOMINATION: Dow names James Swingle supply-chain director for Americas

EVENT: Supply Chain AI Symposium takes place in Chicago

EVENT: Automate 2026 opens in Chicago

DISRUPTION: strikes and typhoon effects pressure multiple ports

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

EVENT: Supply Chain & AI Event highlights practical forecasting, automation and agent use cases

WARNING: French court rulings show AI tools can be suspended when worker consultation is skipped

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

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

AI is moving supply-chain planning from prediction to automatic replanning

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

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

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

Komugi Connects PIC, PDP, Workload Planning and Scheduling in a Single Industrial Decision Chain

Seven ways AI planning software addresses meat manufacturing constraints

AI is pushing Chinese factory robotics beyond highly standardized production

Maintenance optimization belongs inside capacity planning—not beside it

AI scheduling is the final maturity stage—not the starting point

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

Capacity planning software should be selected by constraint fidelity, not vendor ranking

Pharma supply planning under recurrent disruption: sensing must lead to executable pivots

Inverse optimization can reveal what production planners actually optimize

Tillamook turns supply-chain planning into a growth engine

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

AI-infrastructure growth is becoming an industrial-material planning problem

Always-on demand forecasting changes the infrastructure assumptions behind planning AI

Planning value increases when execution data closes the loop

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

How Levelled Pull Flow Can Stabilize Production

Logility white paper reframes demand planning around AI, sensing and explainable forecasts

Energy-aware scheduling research makes production trade-offs measurable

Aerospace manufacturing orchestration must connect blockers to recovery decisions

Component resilience decisions belong before production release

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

Canada’s manufacturing expansion is partly inventory-driven

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

Lokad’s vendor reviews expose the evidence gap in AI-first planning

Komugi Uses a Three-Month Test Model to Reduce Risk in Industrial Planning Adoption

Build an AI-assisted demand forecast in IBM Planning Analytics

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

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

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

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

22 practical Data Science projects for Supply Chain teams

Visual Planning

Plex

Imperia

Katana

MRPeasy

CyberPlan

JITbase

Delfoi

frePPLe

QAD

The Access Group

ROB-EX Scheduler

sedApta

Asprova

PlanetTogether

Synchro

User Solutions

Optessa

ICRON

SkyPlanner APS

Dassault Systèmes DELMIA

Komugi

Cogsy

Blue Ridge

Avercast

Demand Solutions

Oracle Supply Chain Management

Aptean

River Logic

Microsoft Dynamics 365 Supply Chain Management

Thomas Barciet

Xavier Feltin

Pauline Coquinot

Sandia Ghernati

Louis Collignon

Antoine Guéguen

Ludovic Giraud

Prashant Gopalan

Gregory Pitstick

Alain Matar

Pierre Pélissier

Nicolas Vandeput

Arnaud Morvan