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Amart replaces legacy planning with AI-driven forecasting and replenishment

ISG sees rising AI investment in forecasting and scenario planning

Runnings selects RELEX to unify forecasting, replenishment and retail planning

Sandman connects AI pricing with forecasting and replenishment in RELEX

Mistral launches Timestral: probabilistic forecasting models for time-series data

Almeera selects RELEX to unify forecasting, replenishment and space planning across Qatar

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

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

Blue Ridge launches AI-native planning platform built on Databricks

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

Neighborhood Intelligence selects RELEX to connect retail inventory and merchandise financial planning

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

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

Aptean brings prebuilt planning agents to Logility DemandAI+

Umai Retail expands Retano SCM with Leonardo AI and planner-controlled replenishment tools

Hackett models AI World Class supply chain gains: Not measured deployment results

Kao introduces Kao-MIKOMIL AI agent to support demand planning

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

Petco Mexico selects RELEX for AI-driven forecasting and replenishment

Ayekart turns WhatsApp voice notes into structured supply chain data for rural India

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

Demand Planning & AI Solutions Specialist

AI Developer

Sr Applied Scientist, Amazon Supply Chain (Job ID 10488022)

Supply Chain Planning Engineer

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

AI Supply Chain Consultant

e.l.f. Beauty recruits an AI Product Owner for Intelligent Operations

Senior Service Parts Forecasting Manager

Associate Director, Demand Planning & Purchasing

Applied Scientist, Worldwide Grocery Stores - Data and Science

Architect, Machine Learning (Principal Scientist)

Principal Engineer — Supply Chain Planning

Supply Chain AI & Automation Analyst

Applied Scientist, Supply Chain Optimization Technologies (SCOT) - Specialized Selection

Machine Learning Engineer - Global Sourcing & Supply Management (GSSM) Solutions

Supply Chain Scientist / Business Data Analyst

Revenue AI Solutions Analyst

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

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

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

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

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

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

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

RESOURCE: Historical replay — agentic AI in forecasting and planning (4 February 2026 roundtable)

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

EVENT: Algo webinar examines when supply chains should use forecast-driven push versus demand-driven pull

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

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

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

NOMINATION: Oatey promotes Eric Kirwen to VP, Supply Chain Planning and Logistics

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

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

Evaluating agentic AI for demand forecasting requires more than forecast accuracy

How AI-Native Demand Forecasting Limits Peak Season Weather Disruptions

Why Forecast Accuracy Matters More Than AI Labels

Lyreco and RELEX: Reliable Forecasting Requires More Than an AI Planning Tool

Forecasting becomes more accessible with AI, but data still makes the difference

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

Blue Yonder frames AI-enabled planning around volatility, shortages and data overload

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

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

Demand Forecasting in an Era of Disruption: What Actually Works

BARC survey shows a wide gap between agentic-AI potential and current planning impact

Sigma argues demand forecasting should become a live agent-driven process

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

Build an AI-assisted demand forecast in IBM Planning Analytics

How to Compare Forecast Models Before Selecting One in AWS Supply Chain

22 practical Data Science projects for Supply Chain teams

How to Validate an AI Demand Forecast Before Planners Use It

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

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

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

Guillaume Trécan

Samir Saci

Damien Portmann

Jonathon Karelse

Eric Wilson

David Maloney

Jean-Philippe Guillaume