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

Oracle introduces Claw-powered agentic applications for supply chain planning and execution

Viome and Solvoyo bring AI-driven decision automation to supply chain planning

Zeus goes live on ketteQ for S&OP, demand and supply planning

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

BISSELL accelerates end-to-end supply chain planning with o9 Solutions

Solvoyo recognized in 2026 Gartner Magic Quadrant context for process-industry supply chain planning

Runnings selects RELEX to unify forecasting, replenishment and retail planning

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

OMP turns implementation expertise into a certifiable planning-system asset

Ansaldo Energia selects Kinaxis Maestro for long-cycle supply planning

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

Coles and Ever.Ag modernize fresh-meat supply planning

RELEX expands AI-powered manufacturing planning from IBP to execution

RELEX introduces agentic AI for supply planning diagnostics

o9 frames Responsible AI as enterprise readiness for agentic planning

Blue Yonder expands AI-driven cognitive planning and execution capabilities

Infor and Kinaxis launch an advanced planning solution for discrete manufacturers

StockIQ launches Edison AI agent to connect planning signals with inventory decisions

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

Techtronic Industries EMEA chooses RELEX for S&OP and constrained network planning

Ansaldo Energia selects Kinaxis Maestro to connect global planning

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

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

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

Amart Furniture replaces legacy planning with RELEX

John Galt adds faster scenario planning and conversational AI to Atlas

Blue Ridge launches AI-native planning platform built on Databricks

Atomic raises $12.5M to automate inventory and supply chain planning decisions

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

Supply Chain Planning Manager

Supply Chain Planning Engineer

Supply Chain Planning Engineer

Senior Director, Supply Planning — Networking Products

Executive Director, Cell Therapy Global Supply Chain Planning

Internship — Global Supply Chain Planning

Production Planning Analyst

Senior Demand & Supply Planner - Anduril Industries

Factory Planner — NVIDIA (JR2021699)

Director, Inventory Optimization and Operations Planning

Principal Engineer: modelling input to long-range supply planning

Director E2E Product Planning

Manager of Deliver Operations Planning

Supply Chain Planning Engineer

Manager, Supply Planning

Applied Scientist, Execution Planning Science & Engineering, Amazon (10562813)

S&OP Planning & Optimization Analyst

Solution Architect — Production Planning and Scheduling

Interim S&OP Consultant — London

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Head of Demand Planning & S&OP - Rohlik Group

Manufacturing Master Scheduler

Supply Chain Strategist and Inventory Champion

Manager, Strategic Supply Chain

Logistics Engineer – Electric Power

Architect, Machine Learning (Principal Scientist)

Domain Principal, Supply Chain

Supply Chain Manager I, North America Transportation Execution

Specialist III, Material Logistics and S&OP

Lead Project Control

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

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

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

EVENT: FERC software conference examines planning and market efficiency

EVENT: SAP presents Q2 Revenue Growth Management planning and AI updates

EVENT: IBF AI Edge focuses on supply-chain planning and forecasting

EVENT: IBF workshop tests AI proof of value for forecasting and demand planning

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

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

EVENT: Supply-chain orchestration connects planning and execution

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

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

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

ALERT: Heat and capacity constraints restrict Rotterdam and Antwerp container flows

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

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

SHORTAGE: Sonix warns memory constraints could affect imaging shipments through 2026

EVENT: ASU explores multimodal AI from engineering design through manufacturing process planning

EVENT: Descartes AI Exchange examines AI agents for fleet performance

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

EVENT: Sourceability reviews semiconductor lead-time and pricing risks

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

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

EVENT: Supply Chain USA 2026 opens in Chicago

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

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

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

EVENT: AI-based demand forecasting in manufacturing course starts

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

EVENT: 4flow and Mars examine AI for logistics optimization

Power-planning software is becoming part of industrial Supply Chain architecture

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

Shift-left planning exposes feasibility constraints before execution

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

Chipflation is becoming a cross-industry planning constraint

Customer-driven planning puts APS value back inside constraints

Agile planning platforms need decision architecture, not only AI features

APS and manufacturing execution are converging around the same constraint model

Supply planning is becoming capital allocation with a service constraint

Seven ways AI planning software addresses meat manufacturing constraints

Making Capacity Constraints Visible in S&OP Decisions

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

o9 and NVIDIA show why solve time limits AI planning value

Planning AI needs explainability at the decision boundary

Shared port capacity can determine whether green-industry plans are feasible

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

Tillamook turns supply-chain planning into a growth engine

Maintenance optimization belongs inside capacity planning—not beside it

AI Around Optimization: Better Inputs, Decisions and Learning Loops

Supply chain planning in 2026: why AI alone is not enough

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

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

DTC inventory planning is becoming cash-flow governance by SKU class

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

Agent washing creates a governance risk in supply-chain planning

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

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

Five questions that expose weak IBP maturity

Build an AI-assisted demand forecast in IBM Planning Analytics

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

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

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

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

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

Asprova

Optessa

PlanetTogether

Infor Supply Chain Planning

ICRON

Fabrikatör

Demand Solutions

Katana

JITbase

Daybreak

Delfoi

frePPLe

Daisy Intelligence

Synchro

DecisionBrain

Dassault Systèmes DELMIA

OMP

SymphonyAI

No Chain Technologies

Anthropic

Sunstice

IFS Cloud

Aera Technology

River Logic

Microsoft Dynamics 365 Supply Chain Management

AIMMS

Solvoyo

Board

o9 Solutions

SAP

Nippon Express

Hellmann Worldwide Logistics

Expeditors

Bain Operations

Thomas Barciet

Diego Faria

Rami Goldratt

Sandia Ghernati

Knut Alicke

Mark Sawaya

Lisa Anderson