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

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

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

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

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

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

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

CEVA and BYD expand global automotive logistics partnership

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

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

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

Pigment expands Modeler Agent with application-history context to explain planning changes

Dell supply shortages show AI demand is still stressing hardware operations

Sourceability warns of longer semiconductor lead times and price pressure

Danone frames AI as a resilience layer for supply chains

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

GXO report examines efficiency, technology and sustainability in UK transport

NVIDIA chip scarcity drives black-market price escalation in China

China’s factory recovery is increasingly concentrated in AI-related exports

Nvidia and Palantir package operational AI for supply-chain decision loops

LG adds an 80%-automated glass-powder line and a second production base in Vietnam

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

Anaplan introduces the Agentic Enterprise as decision infrastructure

South Korea launches a $576 billion AI-chip and semiconductor capacity drive

U.S. Army awards Rune Technologies a $99M contract for AI-powered predictive logistics

McKesson highlights AI and automation as core supply-chain capabilities at ideaShare 2026

China Tightens Indium Export Scrutiny as AI Infrastructure Demand Grows

FICG links Johor manufacturing with Singapore sourcing and innovation through a JS-SEZ strategy

Solstice to acquire Element Solutions in $14.5B AI supply-chain materials deal

Senior Director, Supply Planning — Networking Products

Executive Director, Cell Therapy Global Supply Chain Planning

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

Product Analyst — Distribution Planning

Operations Manager

Global Supply Manager

SCM Technology Manager

Applied Scientist, Worldwide Grocery Stores - Data and Science

Category Manager — Manufacturing

Head of AI & Advanced Apps

Clinical Supply Chain Coordinator — Inventory Management

RISK: Supply planning can become hidden capital allocation when the objective function is unclear

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

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

RISK: AI demand intensifies global memory-component allocation pressure

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

WARNING: Post-holiday US freight restart creates a compressed Monday execution window

EVENT: Finished Vehicle Logistics AI-Day begins in Karlsruhe

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

WARNING: “APS” can describe fundamentally different decision scopes

NOMINATION: McLane promotes Chris Smith to Executive Vice President and Chief Operating Officer

WARNING: India–Latin America exporters face constrained space and higher freight rates

EVENT: Reuters Supply Chain USA 2026 — Day Two

EVENT: aim10x Americas puts optimization back inside AI decision architecture

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

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

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

DISRUPTION: Typhoon Saudel hits Zhejiang as East China ports suspend operations

Launch execution fails when allocation governance cannot keep pace

Chipflation is becoming a cross-industry planning constraint

Supply planning is becoming capital allocation with a service constraint

Post-holiday backlog should be treated as an allocation problem, not a scheduling problem

Beyond the perfect order: AI planning must define what good means

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

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

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

o9 and NVIDIA show why solve time limits AI planning value

Samse and Vékia: Why Supply Planning Transformation Requires More Than an APS

Planning-stack ownership is becoming a Supply Chain role

AI chip demand must be planned through tool capacity, not headline demand

Digital twins only matter when they change replenishment and routing decisions

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

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

The semiconductor supercycle creates allocation decisions beyond the chipmakers

Claude and Power BI show the promise and validation gap of AI-assisted inventory allocation

STMicroelectronics: AI infrastructure demand is reshaping semiconductor capacity allocation

Cargo fleet growth is a network-allocation decision

Combinatorial optimization expands the decision space for supply-chain planning

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

Medical device supply chains: When more safety stock is the right resilience decision

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

Two Logistics Markets, One Responsiveness Challenge: The Planning-Control Implication

Marketplace fragmentation makes inventory and service orchestration a strategic capability

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

o9 Leadership Move Signals A Market Positioning Watchout

Scenario-based decision-making to keep S&OP on track amid uncertainty

Forecast accuracy is an input, not the Supply Chain decision

Multi-agent supply-chain AI may require satisficing rather than local optimization

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

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

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

DecisionBrain

Optessa

Oracle Supply Chain Management

Autone

Blue Yonder

Anaplan

Lokad

AI21 Labs

Bosch