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Sphera connects external supply chain risk signals to operational decisions with new AI capabilities

FourKites introduces Outcome-as-a-Service to shift supply chain AI toward operational results

Vendor customer story: Garrett Motion connects global supply chain planning with o9

Los Angeles and Shenzhen ports establish a cooperation framework

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

Data Architect, AI and Supply Chain Insights

Senior Manager, Data Science - Network Optimization - Walmart

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

Applied Scientist, Worldwide Grocery Stores - Data and Science

EVENT: Sam Robinson promoted to VP, Procurement at CleanArc Data Centers

EVENT: Stimson event examines global-trade enforcement through traceability

REGULATION: USMCA review opens a new period of sourcing uncertainty

SHORTAGE: HUG moves its drug shortage platform to real-time updates

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

SECURITY: Armed Groups and Illicit Actors Are Penetrating Legitimate Supply Chains

AI planning projects often fail upstream: the real problem may be master data or workflow

Transportation leadership: why AI cannot orchestrate a network it cannot see

Supply Chain AI ROI depends on an end-to-end value blueprint, not isolated use cases

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

Stefano Esposizione argues that AI will amplify weak Supply Chain governance rather than fix it

Port partnerships need shared exception data to become operational

AI Around Optimization: Better Inputs, Decisions and Learning Loops

Model Literacy Matters Only When Planning Decisions Are Governed

AI Skills Are Not Enough If Decision Ownership Is Unclear

Single-View Visibility as a Supply Chain Decision Enabler

AI Education Is Expanding Faster Than Supply Chain Governance

Rajesh Gangadharan argues that agentic AI will hit an organizational operating-model wall

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

Exotec: one in four supply chain leaders regret their warehouse automation decision

Gartner: AI-driven supply chain headcount cuts put the next generation of planning judgment at risk

Procurement's AI skills gap: decision capability matters more than tool fluency

Descartes and agentic AI: from orchestrated demos to accountable logistics execution

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

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

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

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

SAP's cross-functional supply chain agents expose the economics of decision rights

Why faster AI decisions require milestones based on physical supply-chain outcomes

AI in TMS matters only when it is embedded in the transport decision process

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

Planning software ROI needs finance attribution and post-go-live ownership

Peak Season Is Not One Peak: The Inventory and Capacity Planning Problem

AI is moving supply-chain planning from prediction to automatic replanning

Self-steering supply chains are arriving before companies have defined who owns the decision

Nordic Supply Chain leaders identify orchestration, governance and trusted decisions as priorities

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

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

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

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

Map the supply chain IT portfolio before adding another AI application

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

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

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

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

Build a Governed AI Control Tower for Logistics Questions

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

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Isabelle Gazzola

Martijn Lofvers