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Stüssy selects RELEX to connect forecasting, replenishment and merchandise financial planning

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

Amart replaces legacy planning with AI-driven forecasting and replenishment

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

Sandman connects AI pricing with forecasting and replenishment in RELEX

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

Amart Furniture replaces legacy planning with RELEX

Claire’s opens Illinois distribution centre to improve inventory flow and planning

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

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

SymphonyAI included in Forrester Retail Planning Platforms Landscape

RELEX report: AI moves into core supply chain decisions as volatility persists

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

Algo Acquires Demand Driven Technologies (Intuiflow) to Expand Demand-Driven Planning Capabilities

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

Community Coffee selects RELEX for unified demand, inventory and S&OP planning

Flowlity positions probabilistic planning as an alternative to Excel-based workflows

Petco Mexico selects RELEX for AI-driven forecasting and replenishment

Netstock launches AI Pack for SMB supply chain visibility and inventory decisions

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

Intuiflow Integrates SKU Science Demand Planning into Its Planning Platform

The Body Shop selects RELEX to replace manual planning with an AI-driven platform

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

SymphonyAI brings agentic AI into core retail merchandising decisions

Domino’s China reaches 1,550 stores across 75 cities

Slimstock expands inventory optimization with Mees van den Brink

UNFI Insights adds AI Agents and Projected Orders

SAP acquires Prior Labs and commits more than €1 billion to tabular foundation models

Walmart uses AI and digital twins to manage global supply-chain disruption

Blue Yonder frames multi-enterprise visibility and agentic AI as a resilience layer

Senior Consultant/Manager – RELEX Demand Planning & Replenishment Planning

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

Associate Director, Demand Planning & Purchasing

End to End Planning Manager, Shoulders

Service Program Manager, Supply Chain and Maintenance Planning, Labs

Supply Chain Planning Analyst (Early Talent) — 2 openings

Interim Supply Chain Manager — Food Manufacturing

Domain Principal, Supply Chain

Customer Success Manager — Supply Chain SaaS

Product Manager — Tire Brands

AVS Instock Specialist

Demand & Inventory Planner – Food Import & Trading

Supply Chain Consultant

Technical Support Specialist

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

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

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

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

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

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

EVENT: Inventory planning webinar confronts the high-stock plus stockout paradox

DISRUPTION: Co-op Cyberattack Interrupts Stock Ordering and Store Replenishment

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

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

RISK: Autonomous supply-chain workflows can bypass the approval architecture

Forecast vs. actual: why protocol design breaks clinical supply plans

Digital twins only matter when they change replenishment and routing decisions

Tillamook turns supply-chain planning into a growth engine

OR-Transformer tests real-time AI replenishment at 1,024-item scale

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

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

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

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

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

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

Martín Chávez shows how Claude can accelerate Demand Driven planning and DDMRP analysis

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

The inventory-planning platform is not the operating model

Model Literacy Matters Only When Planning Decisions Are Governed

Infor reframes inventory optimization as a working-capital decision

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

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

Why cumulative and lag-one forecasts matter for inventory decisions

Mapping the First Wave of Vibe-Coded Supply Chain Applications

Predictive inventory risk needs an operational fallback and a financial loss owner

How Levelled Pull Flow Can Stabilize Production

Forecast accuracy is an input to the decision—not the business outcome

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

Orchestra’s Recovery Shows Why Inventory Reduction Is a Governance Problem

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

PepsiCo documents AI-driven pricing and promotion optimization at scale

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

Forecast Consumption Is a Decision Rule, Not a Technical Detail

Inventory Optimization Without Flow Management Is Incomplete

Not All Inventory Is Equal: Distinguishing Protective Stock From Excess

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

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

Blue Ridge

StockIQ

Streamline

Inventoro

AGR

Afresh

EazyStock

StockIQ Technologies

Autone

Slimstock

SymphonyAI Retail CPG

ToolsGroup

RELEX Solutions

frePPLe

Netstock

Vekia

Fabrikatör

Intuendi

Oracle Supply Chain Management

Aptean

REMIRA

GAINS

Flowlity

Solvoyo

Blue Yonder

KBRW

Lokad

Amazon Bedrock

Adde Jans