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

Kinaxis partners with Databricks for governed AI-powered supply-chain orchestration

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

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

CISCE highlights AI-driven innovation across global agri-food supply chains

US Defense Logistics Agency applies Nicolas Vandeput’s demand-forecasting framework

Coles and Ever.Ag modernize fresh-meat supply planning

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

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

Kinaxis brings NVIDIA AI acceleration into Maestro for large-scale planning optimization

Algo Acquires Demand Driven Technologies to Create a Unified Demand-to-Supply Planning Platform

Autone raises $17 million to scale AI-powered retail inventory planning

MANE selects Kinaxis Maestro to modernize global demand planning

RELEX expands AI-powered manufacturing planning from IBP to execution

Inspectorio research finds retail supply-chain AI adoption accelerating

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

Kinaxis and NVIDIA Explore Long-Running AI Agents for Continuous Supply Chain Planning

AGR compares the 2026 inventory-planning market as companies move beyond spreadsheets and basic ERP

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

OMP launches Unison Express to accelerate supply chain planning deployments

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

GEPP replaces legacy planning with an AI-driven RELEX platform

o9 recognized across 2026 Gartner supply chain planning and decision intelligence reports

Komugi Uses SIANE 2025 to Promote Outsourced PIC and MRP Planning for Industrial SMEs

Infor and Kinaxis launch an advanced planning solution for discrete manufacturers

AI data-centre demand pushes memory-chip costs into consumer product pricing

2026 Inventory-Planning Review Shows Automation Shifting From Forecasting to Replenishment Decisions

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

o9 frames Responsible AI as enterprise readiness for agentic planning

Aptean brings prebuilt planning agents to Logility DemandAI+

TPO, IMT Supply Chain Plan Data Assets

Principal Development Architect, SAP Business Data Cloud

Specialist Supply Chain Analyst — Forecasting & Supply Planning, Data & AI

IT & Data Product Analyst — Integrated Business Planning

Connected Planning Model Builder

Internship — Supply Chain Planning Digitalisation

Internship — Global Supply Chain Planning

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

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

Manager — SAP IBP Advisory

Supply Chain Purchase and Fulfilment Specialist II

Senior NPI Sourcing and Supply Chain Program Manager, AWS Power & Cooling

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Manager / Senior Manager, Supply Chain AI-Driven Planning Advisory

Data Integration Engineer

Senior Techno-Functional Consultant — Demand Planning

Global Process Owner — Sales and Operations Planning

Executive Director, Cell Therapy Global Supply Chain Planning

Integration Consultant

Lead Implementation Consultant — Advanced Planning and Scheduling

Development Business Analyst — M3 Supply Chain Planning

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Production Planning Analyst

Data Scientist — inventory optimisation and agentic AI

Principal Engineer — Supply Chain Planning

Experienced Analyst, R&D Master Data

JJT TPO ERP Master Data Manager

Supply Chain Planning Engineer

Material Planning Specialist — AI & Automation Focus

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

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

EVENT: Alteryx examines the data foundation for AI supply-chain planning

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

EVENT: On-demand webinar — Demand Planning in 100 Days

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

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

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

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

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

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

EVENT: How I vibe-coded my Advanced Planning System

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

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

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: Supply-chain orchestration connects planning and execution

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

WARNING: AI alone cannot run inventory planning without human decision controls

OUTAGE: Anaplan CloudWorks integrations disrupted across multiple regions

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

RISK: Long-Running Planning Agents Need Explicit Decision and Override Boundaries

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

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

WARNING: CISA Issues AI Data-Security Guidance Across the Full Lifecycle

EVENT: Supply Chain USA 2026 opens in Chicago

WARNING: Specialized planning agents can multiply faster than their governance model

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

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

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

Ganacos Links Demand Planning Performance to Data Quality, Cross-Functional Ownership and Scenario Governance

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Master Data Is Not an IT Prerequisite—It Is a Planning Decision

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

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

Maintenance optimization belongs inside capacity planning—not beside it

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

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

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

Model Literacy Matters Only When Planning Decisions Are Governed

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

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

Supply Chain Skills Are Becoming Decision Architecture Skills

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

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

Supply Chain Data Will Never Be Perfect—Decision Logic Must Account for It

David Simchi-Levi sees digital mapping and contingency planning becoming central to resilience

Ganacos Positions Itself as a Faster, More Accessible Alternative to Anaplan for Mid-Market Planning

Long-Running AI Agents Change the Planning Operating Model

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

Resilience Planning Requires More Than Crisis Awareness

AI Skills Are Not Enough If Decision Ownership Is Unclear

What Agent Washing Means for Supply Chain Planning Governance

Inventory Reduction Is a Consequence, Not a Transformation Objective

DataLeo warns that AI-built Supply Chain tools could become the next generation of shadow IT

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

Run a One-Week Planning Master-Data Audit

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

22 practical Data Science projects for Supply Chain teams

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

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

Build a Governed AI Control Tower for Logistics Questions

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

Build a governed Claude Managed Agent for Supply Chain workflows

Workday Adaptive Planning

Infor Supply Chain Planning

Coupa Supply Chain Design & Planning

Databricks Mosaic AI

Daybreak

FedEx Dataworks

Jedox

QAD

Oracle Supply Chain Management

sedApta

ketteQ

Aptean

Centrum-AI

Asprova

Komugi

AWS Supply Chain

Anthropic

Sunstice

Daybreak AI

SKU Science

REMIRA

StockIQ Technologies

Netstock

Enmovil

Autone

Flowlity

GAINS

Colibri S&OP

FuturMaster

Slimstock

DataLeo

BEOM Consulting

NTT DATA Supply Chain Consulting

Institute of Business Forecasting and Planning

EY Supply Chain

Deloitte Supply Chain

Thoucentric

Capgemini Supply Chain

Accenture Supply Chain

Bluecrux

GS1

KPMG Supply Chain

Oliver Wight

BCG Supply Chain

FreightWaves

Eindhoven University of Technology

MIT Center for Transportation & Logistics

UPS Supply Chain Solutions

Rhenus Logistics

Nippon Express

Maersk

Kuehne+Nagel

Kenco Group

Hellmann Worldwide Logistics

GXO Logistics

GEODIS

FM Logistic

FedEx Supply Chain

Expeditors

DSV

Nicolas Vandeput

Jean-François Nordmann

Chakri Gottemukkala

Pierre Pélissier

Sandia Ghernati

Pauline Coquinot

Louis Collignon

Arnaud Morvan

Thomas Barciet

Prashant Gopalan

Chinmay Bhatt

Diego Faria

Gregory Pitstick

Alain Matar

Tanguy Caillet

Jan C. Fransoo

Conor E. Doherty

Thierry Lucas

Amélie Destefanis

Knut Alicke

Lora Cecere

Mark Sawaya

Stefan de Kok

Quentin Maillet

Stephane Leclercq

Rajesh Gangadharan

Lisa Anderson

Marco Macchi

Zac Rogers

Vineet Khanna