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

Shipium moves parcel audit upstream with Always-On Audit

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

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

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

Anthropic publishes an AI-native startup playbook for founders building with agents

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

Gatik raises $200M to scale driverless middle-mile freight

UNFI Insights adds AI Agents and Projected Orders

Suplari launches Data Assistant for procurement data management

project44 launches Mo, a conversational Supply Chain analyst

Micron backs domestic silicon-wafer capacity with financing and a ten-year agreement

Velo3D and Mears Machine expand distributed advanced-manufacturing capacity

BMW and Mistral AI apply domain-specific AI to vehicle crash simulation

EcoVadis supplier-risk report exposes AI data-readiness gap

H-E-B plans a $700 million expansion of refrigerated and bakery supply-chain operations

Brimstone and Century Aluminum plan a US mine-to-metal aluminium supply chain

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

Didero expands AI-supported direct-procurement positioning

DecisionBrain’s OPTIMA wins 2026 Eason Digital Innovation Award for maintenance optimization

Clear Robotics raises $1.75 million to scale AI-enabled autonomous vessels

Anaplan expands AI-driven enterprise planning with Custom Analyst and Agent Studio

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

SAP adds AI-assisted planning capabilities to Microsoft Excel

Coupa launches new AI agents for sourcing, collaboration and orchestration

Kenco partners with GreyOrange to scale AI-driven fulfillment automation

Customs Brokerage Specialist, ACT Destination Operations

Supply Chain Planning Engineer

Logistics Engineer

Data Science Analyst

Data & BI Junior Project Manager Intern — Softgoods R&D

Revenue AI Solutions Analyst

ERP Development Business Analyst, Senior

Configuration Analyst — Supply Chain

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

NOMINATION: Dow names James Swingle supply-chain director for Americas

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

WARNING: Only 21% of Enterprises Report Visibility Into Their AI Agents

WARNING: Supply-Chain Cyber Incidents Create Material Production and Service Disruption

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

EVENT: ASU explores multimodal AI from engineering design through manufacturing process planning

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

REGULATION: EU General-Purpose AI Obligations Begin Applying

ATTACK: Ransomware Forces Ingram Micro Systems Offline

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

SECURITY: Klue Supply-Chain Compromise Leads to CRM Data Exfiltration

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

RISK: Open Machine-Learning Models Create an Uncontrolled AI Supply Chain

OUTAGE: Nucor Halts Production After Unauthorized Access to IT Systems

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

EVENT: American Bar Association examines AI procurement, IP and Supply Chain risk

SECURITY: Holiday-period cargo theft risk rises as freight remains parked

EVENT: Dematic presents intelligent warehouse automation at CeMAT Australia

RISK: Slow S&OP Decisions Can Create a Hidden Financial Latency Tax

DataLeo warns that AI-built Supply Chain tools could become the next generation of shadow IT

Food and beverage AI adoption is outrunning governed enterprise access

Build Fast, Govern Early: The New Control Layer for Supply Chain AI Tools

Supplier risk visibility is not enough without downstream impact translation

Digital Subscription Sprawl Is Becoming a Governance Risk

Inverse optimization can reveal what production planners actually optimize

Jean-François Nordmann proposes ten governance laws for vibe-coded Supply Chain applications

The exception queue is where supply chain AI earns its ROI

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

Sekilo shows why vertical AI supply chains may outperform generic marketplaces

o9 and NVIDIA show why solve time limits AI planning value

Aerospace manufacturing orchestration must connect blockers to recovery decisions

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

Semiconductor revenue signals must be separated from usable capacity

Long-term semiconductor agreements shift risk upstream to yield and qualification

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

Chipflation is becoming a cross-industry planning constraint

A digital twin is useful only when it feeds one governed capacity truth

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

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

Long-Running AI Agents Change the Planning Operating Model

Maintenance optimization belongs inside capacity planning—not beside it

Why Supply Chain Transformation Needs Both Executive Direction and Local Ownership

Why Traditional Scheduling Tools Fail Under Operational Uncertainty

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

AI is making Supply Chain insight cheaper—but decision latency remains the bottleneck

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

AI priorities in manufacturing: talent, operating model and data foundation come before agentic AI

AI Anxiety: When Continuous Tool Adoption Becomes a New Professional Fatigue

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

How to validate an AI inventory use case before buying software

Build an AI-assisted demand forecast in IBM Planning Analytics

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

Build a Governed AI Control Tower for Logistics Questions

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

Google Gemini Enterprise

Autone

IFS Cloud

Microsoft Dynamics 365 Supply Chain Management

Blue Yonder

dbt Labs

Automation Anywhere

Fabric

Berkshire Grey

Honeywell Intelligrated

Körber Supply Chain

Alloy

Pigment

BEOM Consulting

DataLeo

Jason Miller

Diego Faria

Jonathon Karelse