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

RELEX expands AI-powered manufacturing planning from IBP to execution

NEC launches cross-system SCM AI Agent for forecasting, procurement and planning

Accenture moves to acquire Industries eXcellence Group to deepen Siemens planning and manufacturing capabilities

Circus commercializes standardized supply layer for autonomous sustainment robots

LeanDNA launches Demand Scenario Modeling in APEX

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

CISCE showcases industrial AI across advanced-manufacturing value chains

ARC India Forum frames industrial AI as production-grade operations

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

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

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

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

Principal Engineer, Supply Chain Transformation

Supply Chain & Manufacturing AI Specialist

Connected Planning Model Builder

Solution Architect — Supply Chain Planning, Manufacturing

EVENT: Farnborough opens with AI defence systems and aerospace capacity constraints in focus

EVENT: Gartner Supply Chain Leaders Forum opens in Windsor

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

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

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

DISRUPTION: Jaguar Land Rover Cyber Incident Severely Interrupts Global Production

OUTAGE: Nucor Halts Production After Unauthorized Access to IT Systems

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

EVENT: How I vibe-coded my Advanced Planning System

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

EVENT: ARC Industry Leadership Forum India concludes in Bangalore

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

RISK: Manufacturing Remains the Leading Ransomware Target

EVENT: RoboCup 2026 closes in Incheon as South Korea links robotics talent to manufacturing AI

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

Industrial AI policy is shifting from model leadership to production-system capacity

Multi-agent Supply Chains need coordination economics, not just specialised agents

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

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

Is the Hybrid Expert the Future of APS and AI-Driven Supply Chain Projects?

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

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

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

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

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

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

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

Ankur Gupta argues supply chain needs world models, not just agents

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

Industrial AI scaling depends on interoperable operating architecture

AI-built planning applications collapse development time, not planning complexity

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

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

Controlled autonomy will define AI-enabled disruption management

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

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

Build a Governed AI Control Tower for Logistics Questions

Siemens Digital Industries Software

Aptean

Amazon Web Services

CyberPlan

SAP

Amazon Bedrock

o9 Solutions

Google Gemini Enterprise

Anthropic

Monte Carlo

Holistic AI

Google DeepMind

Opus Numeris

Thomas Barciet

Nicolas Vandeput

Alain Matar

Gregory Pitstick

Antoine Guéguen

Prashant Gopalan

Emily Rees