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Sourceability warns of longer semiconductor lead times and price pressure

FourKites and ABI Research find AI risk adoption remains limited in supply chains

Vibe-Coded Supply Chain Apps Move From Experiment to Governance Challenge

Stord opens live fulfillment data to AI workflows through MCP

AI-driven memory shortages push Apple toward product price increases

Spectee closes a ¥1.8 billion round for AI-based supply-chain and crisis intelligence

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

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

Ocean-shipping disruption persists despite the US–Iran ceasefire

Amart replaces legacy planning with AI-driven forecasting and replenishment

Daher expands LeanDNA APEX to standardize supply chain execution across three continents

Microsoft Dynamics 365 shows how agentic AI links supply chain data, decisions and execution

project44 launches Autopilot as a no-code platform for supply-chain agents

o9 expands tariff scenario planning and supplier collaboration capabilities

project44 targets rolled-container disruptions with an AI Ocean Exceptions Agent

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

Dematic opens a nearly $50 million integrated automation validation centre

ISG says AI is accelerating agile Supply Chain planning platforms

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

Syngenta, McDonald’s and McCain strengthen China’s potato supply chain

Kroger expands direct sourcing and supplier cost optimization

Therapy Supply Chain Manager

Global Process Owner — Sales and Operations Planning

Senior Service Parts Forecasting Manager

Supply Chain Strategist and Inventory Champion

Demand & Inventory Planner – Food Import & Trading

Material Planning Analyst

Material Planning Specialist — AI & Automation Focus

Market & Supplier Intelligence Specialist

EVENT: Sourceability reviews semiconductor lead-time and pricing risks

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

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

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

EVENT: Manufacturers review supply-chain resilience strategies

WARNING: Frontloaded ocean shipping makes late-summer demand signals harder to read

RISK: Middle East disruption drives port congestion and container shortages in India

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

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

RISK: AI Rises to the Second-Highest Global Corporate Risk

SECURITY: Delayed disclosure of logistics-IT compromise exposes control-tower dependency risk

ALERT: Freight bankruptcies and warehouse closures raise capacity and continuity risk

RISK: Record U.S. diesel prices force transport-cost assumptions higher

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

EVENT: INSA programme examines supply-chain and third-party resilience

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

RISK: AI agents should not run supply chains without physical context and human oversight

RISK: AI autonomy can expand faster than human accountability

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

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

RISK: AI demand intensifies global memory-component allocation pressure

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

WARNING: Specialized planning agents can multiply faster than their governance model

RISK: Agentic planning claims are advancing faster than auditability and decision ownership

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

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

WARNING: Richard Wilding says Middle East disruption could affect food and industrial Supply Chains for months

RISK: Boards Lack Governance Models for Agentic Decision Rights

SECURITY: Salesloft Drift OAuth Compromise Exposes Customer Environments

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

Canada’s manufacturing expansion is partly inventory-driven

Why cumulative and lag-one forecasts matter for inventory decisions

Logistics disruption is forcing explicit inventory-expediting decisions at Capri Holdings

Outgrowing the classical safety-stock formula

Ganacos Frames Inventory Optimization as a Continuous Decision Process Across ERP, WMS and Planning

Hormuz Disruption Leaves $125 Billion of Ships and Cargo Stranded

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

US Manufacturers Front-Load Orders While Factory Employment Falls

The inventory-planning platform is not the operating model

Inventory Reduction Is a Consequence, Not a Transformation Objective

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

Not All Inventory Is Equal: Distinguishing Protective Stock From Excess

Why Inventory Reduction Is Often the Wrong Transformation Objective

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

Raw-material shortages should change planning assumptions, not only risk dashboards

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

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

Chinese commerce platforms expose the cost of leaving low-price segments and operating innovation unattended

Mapping the First Wave of Vibe-Coded Supply Chain Applications

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

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

Digital Subscription Sprawl Is Becoming a Governance Risk

Forecasts Predict Demand; Demand Plans Translate It Into Action

Supply planning is becoming capital allocation with a service constraint

Shakil Ahmed Chowdhury argues that AI will shift Procurement and Supply Chain work from execution to judgment

From Forecast Accuracy to Connected AI-Assisted Planning in CPG

AI-driven resilience depends on better decisions, not faster automation alone

Resilience Planning Requires More Than Crisis Awareness

AI Skills Are Not Enough If Decision Ownership Is Unclear

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

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

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

Build and Govern a Production-Ready AI Agent with Amazon Bedrock AgentCore

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

Centrum-AI

Credo AI

Holistic AI

LeanDNA

frePPLe

MyExobrain

REMIRA

StockIQ Technologies

Netstock

Vekia

Flowlity

C3 AI Supply Chain Suite

Solvoyo

ToolsGroup

Lokad

IBM watsonx

Anthropic

Optilogic

Coupa Supply Chain Design & Planning

Kinaxis

Databricks Mosaic AI

Enmovil

Anaplan

Pigment

o9 Solutions

SAP

Fiddler AI

AutoScheduler.AI

Google Gemini Enterprise

David Simchi-Levi

Andreas Wieland

Richard Wilding

Chris Rogers

Emily Rees

Chris Caplice