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

SAP Labs India selects enterprise-AI and industrial-intelligence startups for its 2026 studio

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

Bailey partners with GreyOrange to distribute AI-driven warehouse automation

NAVER D2SF invests in AIM Intelligence as AI security becomes operational infrastructure

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

Jabil opens AI-enabled Intelligent Logistics Hub in Penang

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

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

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

Infios adds AI agents for supply chain execution across orders, warehouses and transportation

d-Matrix adopts Nvidia NVLink Fusion for inference-focused AI servers

Parfetts introduces agentic AI into supplier-data operations

SAP lays out an autonomous Supply Chain Management architecture

XMPro links agentic AI to bounded autonomy in industrial operations

DeepFabric launches an AI-agent platform for end-to-end Supply Chain operations

IBM, Gujarat and IAIRO plan Industrial AI Centre of Excellence

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

REMIRA positions AI-powered inventory and supply chain software for European planning teams

Anthropic’s Founder’s Playbook Signals the Rise of AI-Native Operating Models — And Supply Chains Should Pay Attention

Danone frames AI as a resilience layer for supply chains

Bluecrux Recognized as a Gartner Leader for Specialist Supply Chain Strategy, Planning and Operations

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

EAIGLE secures growth funding for AI-native gate and yard automation

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Willow raises $7 million to govern enterprise access for autonomous AI agents

Alipay’s reported AI-pay volume turns agentic commerce into an inventory and fulfillment issue

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

ARC India Forum frames industrial AI as production-grade operations

Associate Director — Planning System Lead

Technical Product Owner — Plan

Supply Chain AI Lead — SCM

Supply Chain & Manufacturing AI Specialist

Data Integration Engineer

Supply Chain AI Enablement Lead

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Principal Development Architect, SAP Business Data Cloud

Integration Consultant

Founding GTM / Growth Opportunity at Centrum AI (Supply Chain Intelligence Platform)

Senior Global Supply Manager, Amazon Cloud Logistics

Principal Engineer, Supply Chain Transformation

Planning Solution Architect

SECURITY: NIST Draft Reframes Cybersecurity for AI Systems and AI-Enabled Threats

OUTAGE: Nucor Halts Production After Unauthorized Access to IT Systems

SECURITY: McKesson discloses cybersecurity incident; material impact not determined

WARNING: AI-Enabled Vulnerability Discovery Is Breaking the Traditional Patch Cycle

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

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

RISK: Manufacturing Remains the Leading Ransomware Target

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

REGULATION: NIST Begins Trustworthy-AI Profile for Critical Infrastructure

REGULATION: EU AI Act enforcement and Article 50 transparency duties begin

EVENT: Supply Chain LIVE London to Examine the Future of AI in Planning and Execution

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

EVENT: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

EVENT: INDL-9 examines the human data-work layer behind AI supply chains

EVENT: FMI Supply Chain Forum asks retailers to prepare for AI-enabled execution

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: Digital Twins & Process session focuses on supply-chain scenarios

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

SECURITY: AI-Driven Software Supply Chain Attacks Increase Pressure on Enterprise Controls

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

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

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

EVENT: MyExobrain highlights agentic AI adoption gap after Gartner Supply Chain Symposium

SECURITY: CISA Defines Minimum AI Bill-of-Materials Requirements

SECURITY: Malicious VS Code Extensions Expose Developer and AI Tool Supply Chains

NOMINATION: Digimarc appoints former Elemica and Kinaxis executive Paul Carreiro as CEO

EVENT: How I vibe-coded my Advanced Planning System

EVENT: Konekti wins the 2026 European Supply Chain Start-up Contest

SECURITY: AI-Accelerated Attacks Exploit Basic Enterprise Security Gaps

Software supply-chain AI must prove safe remediation, not only faster patching

Edge AI requires lifecycle control, not only real-time inference

Schneider Electric’s lighthouse network shifts industrial AI from isolated pilots to operating-system design

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

OpenAI’s Deployment Company raises the stakes for specialist Supply Chain consultancies

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

The planning product owner is the missing bridge between roadmap and decision governance

Supply-chain execution AI needs a semantic layer between systems and actions

Agentic logistics works only when agents can survive operational exceptions

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Sheri Hinish calls for regenerative Supply Chains rather than further optimization of broken systems

Enterprise AI architecture must preserve business meaning across systems

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

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

Malaysia warehouse AI is shifting from robotics-first to decision-layer deployment

Industrial AI scaling depends on interoperable operating architecture

Demand planning, supply planning and customer service may converge into one customer-facing role

Supply-chain AI adoption is rising, but fragmented data is limiting measurable value

AWS architecture moves multi-agent supply-chain AI from dashboards toward actions

Multi-agent supply chains need a control plane before they need more agents

Planning-stack ownership is becoming a Supply Chain role

Supply Chain agents need transaction proof, not conversational fluency

AI Agents Need More Than Intelligence: Why Feedback Loops Will Define the Future of Supply Chain Decision-Making

AI-Native Organizations Are Coming Faster Than Most Supply Chains Expect

Why data control is becoming the decisive advantage for SaaS-based Supply Chain AI

Workflow orchestration is the control plane for Supply Chain agents

The AI-driven Supply Chain will need fewer planners—but stronger planning architects

DataLeo’s project portfolio illustrates the changing role of independent Supply Chain transformation advisors

Indonesia-focused view: AI agents are moving into real-time supply chain execution

Vendor AI agents introduce a new Supply Chain third-party risk layer

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

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

Build a Governed AI Control Tower for Logistics Questions

Workday Adaptive Planning

Miebach

Jedox

ThroughPut AI

Aptean

Amazon Bedrock

xAI

SAP

Anthropic

KBRW

MyExobrain

Informatica

The Access Group

HighByte

Yokogawa

Google Gemini Enterprise

Scandit

Holistic AI

Google DeepMind

Credo AI

AutoScheduler.AI

Siemens Digital Industries Software

Wiliot

VusionGroup

SymphonyAI

Google

Denodo

Schneider Electric

Siemens

Brightpick

Cambridge Institute for Manufacturing

BEOM Consulting

MIT Data Science Lab

ARC Advisory Group

Kearney Operations

Opus Numeris

Prashant Gopalan

Helen Greiner

Lisa Anderson

Pascal Van Hentenryck

Tanguy Caillet

Andreas Wieland

Yossi Sheffi

Thomas Barciet

Gregory Pitstick

Antoine Guéguen

Alain Matar

Nicolas Vandeput