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

Target turns its inventory network into a digital twin

Gartner puts agentic AI and physical AI into the 2026 supply-chain technology agenda

DELMIA supply chain planning and optimization remains central to Dassault Systèmes’ virtual-twin planning strategy

o9 expands tariff scenario planning and supplier collaboration capabilities

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

Data and Controls Engineer

Senior Product Manager, AI Product/Design Lead — Supply Chain & Logistics

Supply Chain AI Lead (SCM)

Data Scientist — inventory optimisation and agentic AI

EVENT: IFAC dedicates session to ML, simulation and optimization for Supply Chain decision-making

EVENT: B2Wise runs demand-driven factory planning workshop in Paris

EVENT: MACHINA Physical AI Summit opens in Paris

EVENT: ARC Industry Leadership Forum Asia opens in Tokyo

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

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

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

EVENT: Automate 2026 opens in Chicago

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

Nicolas Vandeput on machine learning, inventory simulation and planner roles

Lessons from VN2, the first global inventory-planning competition

Hybrid AI agents automatically turn factory layouts into simulation models

Uncalibrated logistics simulations underestimate peak delivery times by up to 40%

Outgrowing the classical safety-stock formula

Reinforcement Learning-Based Multi-Agent Simulation for Smart S&OP

Stochastic optimization is becoming the governed middle layer between AI and MRP

Virtual commissioning architecture tests AMR fleets before physical deployment

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

From what-if to what's next: digital twins for manufacturing volatility

Digital twins only matter when they change replenishment and routing decisions

IBP change management is part of the architecture—not the rollout plan

Martín Chávez shows how Claude can accelerate Demand Driven planning and DDMRP analysis

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

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

From Bots to Agentic Supply Chains: Why the Next Competitive Advantage Will Be Decision Augmentation, Not Full Automation

Mapping the First Wave of Vibe-Coded Supply Chain Applications

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

Centrum-AI

Dassault Systèmes

Siemens Digital Industries Software

Optilogic

NVIDIA

Komugi

Dassault Systèmes DELMIA

Coupa Supply Chain Design & Planning

OMP

Nicolas Vandeput

Gregory Pitstick

Pieter Abbeel