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Amart replaces legacy planning with AI-driven forecasting and replenishment

ISG sees rising AI investment in forecasting and scenario planning

Sandman connects AI pricing with forecasting and replenishment in RELEX

Frutura selects RELEX for near-real-time fresh-produce forecasting

Alain Matar and SupChains collaborate on a planner-facing forecasting application

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

Slimstock brings next-generation AI planning focus to SAPICS 2026

Enmovil raises $6 million to scale AI supply chain planning and visibility

Vekia reinforces automatic replenishment as a concrete AI planning use case for retail

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

Aptean brings prebuilt planning agents to Logility DemandAI+

Nissin Foods moves from spreadsheet forecasting to integrated AI planning

Nissin Foods deploys AI-powered demand and supply planning

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

Petco Mexico selects RELEX for AI-driven forecasting and replenishment

Explainable AI Moves Up the Agenda for Forecasting and Inventory Decisions

Flowlity Introduces Forecast Studio to Make AI Demand Forecasts More Transparent

Anora reports channel-level forecasting gains with RELEX

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

Infor and AWS expand their collaboration to accelerate generative AI adoption

Blue Yonder adds agentic AI to retail inventory, replenishment and returns

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

Mio uses RELEX AI diagnostics to improve proactive retail planning

GAINS reports record growth driven by its AI-driven supply chain platform

SymphonyAI included in Forrester Retail Planning Platforms Landscape

Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

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

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

Slimstock customer Freedom of Movement uses AI-powered planning for retail growth

GEPP replaces legacy planning with an AI-driven RELEX platform

Demand Planning & AI Solutions Specialist

AI Developer

Supply Chain Planning Engineer

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

AI Supply Chain Consultant

Senior Service Parts Forecasting Manager

Associate Director, Demand Planning & Purchasing

Principal Engineer — Supply Chain Planning

Supply Chain AI & Automation Analyst

Revenue AI Solutions Analyst

Supply Chain Scientist / Business Data Analyst

Algorithm Engineer Graduate — TikTok Shop Global E-Commerce, Supply Chain and Logistics

Consultancy — Supply Chain AI Specialist

Global Process Owner — Sales and Operations Planning

Finance Business Manager — Supply Chain

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

Applied Scientist, Worldwide Grocery Stores Data and Science

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

Data Scientist / Data Engineer for Supply Chain

Senior Specialist, Supply Chain Automation and Demand Planning

Manager, Supply Planning

PPO Supply Chain Planning — Sales Forecast

Associate Director — Global Oncology Forecasting and Analytics

Data & AI Consultant — Autonomous Supply Chain

Senior Product Manager, AI — Supply Chain & Procurement

Head of AI & Advanced Apps

Supply Chain AI Lead (SCM)

Associate Director — Planning System Lead

Network Deployment Refresh Planner I

Lead Project Control

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

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

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: IBF Examines AI Proof of Value in Forecasting and Demand Planning

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

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

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

EVENT: CII programme covers AI-driven intelligent supply-chain management

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

EVENT: CILT Hong Kong examines practical AI applications in supply chains

EVENT: Manufacturers review supply-chain resilience strategies

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

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

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

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

EVENT: Chain Reaction 2026 examines AI decision-making in Supply Chains

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

EVENT: Algo Hosts “The Trillion-Dollar Forecast” Webinar on Forecasting as a Scenario Tool

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

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

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

EVENT: China supply-chain expo opens with dedicated AI zone

EVENT: Advanced demand-planning and forecasting programme opens

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

EVENT: Demand orchestration replaces forecasting as the organizing concept

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

EVENT: Board explores outside-in signals for continuous enterprise planning

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

Spare-parts forecasting is a planning stress test for AI trust

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

Retail demand forecasting across promotions, shortages and new products

AI is changing demand planning unevenly, not universally

How AI-Native Demand Forecasting Limits Peak Season Weather Disruptions

Why Forecast Accuracy Matters More Than AI Labels

GenAI lowers the automation threshold, but error economics determine what should be automated

Amazon moves demand forecasting from specialized models toward a reusable forecasting foundation model

AI begins taking on merchandising, assortment and vendor decisions

AI agents should enrich forecasts only with information the model cannot see

Five demand-forecasting mistakes supply-chain leaders are rethinking

Arnaud Morvan and Damien Portmann map practical Supply Chain use cases for AI agents

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

The AI-skilled supply-chain talent gap requires role redesign, not hiring alone

Tillamook turns supply-chain planning into a growth engine

Mid-market planning vendors are converging on the same AI narrative—but not the same architecture

From Forecast Accuracy to Connected AI-Assisted Planning in CPG

Flowr: agentic AI for large-scale retail supply-chain operations

Machine-learning forecasting with promotions, prices, sell-outs and inventory

LogiPharma: AI and machine learning rise among pharma supply-chain investment priorities

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

LeanDNA argues that the next frontier of Supply Chain AI is smarter action, not better prediction

Lead-time forecasting should produce a probability distribution—not a single ERP parameter

AI Education Is Expanding Faster Than Supply Chain Governance

Ankur Gupta argues supply chain needs world models, not just agents

Erik Bush reframes the trillion-dollar inventory problem as an operating-model failure

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

Using confirmed future orders to improve chemical demand forecasting

Komugi Links Month-End Forecast Reliability to Material Availability, Capacity and Workforce Flexibility

From Bots to Agentic Supply Chains: Why the Next Competitive Advantage Will Be Decision Augmentation, Not Full Automation

Build an AI-assisted demand forecast in IBM Planning Analytics

22 practical Data Science projects for Supply Chain teams

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

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

Dataiku

DataRobot

Afresh

Jedox

Daybreak

SymphonyAI Retail CPG

Crisp

Intuendi

Avercast

Demand Solutions

DeepVu

Workday Adaptive Planning

frePPLe

Infor Supply Chain Planning

Microsoft Dynamics 365 Supply Chain Management

AGR

AWS Supply Chain

FuturMaster

Streamline

Xeneta

REMIRA

Enmovil

Vekia

Flowlity

ToolsGroup

RELEX Solutions

Lokad

Weights & Biases

Snowflake

Inventoro

EyeOn

Institute of Business Forecasting and Planning

Conor E. Doherty

Nada Sanders

Joannes Vermorel

Arnaud Morvan

Nicolas Vandeput

Chris Caplice

Samir Saci

Damien Portmann

Jonathon Karelse

Eric Wilson