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

Gartner forecasts agentic AI spending in Supply Chain software will reach $53 billion by 2030

T-Systems and SupplyOn bring sovereign AI agents to industrial procurement

Bailey partners with GreyOrange to distribute AI-driven warehouse automation

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

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

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

GEPP replaces legacy planning with an AI-driven RELEX platform

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

B2Wise launches CommWise.ai for extensible AI planning workflows

Jabil opens AI-enabled Intelligent Logistics Hub in Penang

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

CISCE showcases industrial AI across advanced-manufacturing value chains

RELEX expands AI-powered manufacturing planning from IBP to execution

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

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

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

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

Danone frames AI as a resilience layer for supply chains

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

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

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

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

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

SAP lays out an autonomous Supply Chain Management architecture

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

ARC India Forum frames industrial AI as production-grade operations

XMPro links agentic AI to bounded autonomy in industrial operations

RELEX highlights AI planning breadth in Nucleus SCP Value Matrix

Vertiv opens Malaysian manufacturing facility for AI and high-density infrastructure

Solution Sales Executive, Supply Chain Management

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Senior Product Manager, Supply Chain

Business Intelligence Engineer II, Automated Inventory Management

Supply Chain & Manufacturing AI Specialist

Internship — Global Supply Chain Planning

AI Supply Chain Consultant

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Principal Engineer, Supply Chain Transformation

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

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

Supply Chain AI Lead — SCM

Algorithm Engineer Graduate — TikTok Shop Global E-Commerce, Supply Chain and Logistics

Supply Chain AI Lead — Procurement

Digital Solution Advisor — SAP Cloud ERP / Digital Supply Chain

Supply Chain Project Engineer

Supply Chain AI Enablement Lead

Supply Chain Analyst

Connected Planning Model Builder

Principal Development Architect, SAP Business Data Cloud

Senior Global Supply Manager, Amazon Cloud Logistics

Senior Product Manager for Workflow Orchestration

Solution Architect — Supply Chain Planning, Manufacturing

Associate Director — Planning System Lead

Digital Product Owner — M&S Accelerator

Senior Service Parts Forecasting Manager

Senior Applied Data Scientist – Item Recommendations

Principal Integrations Architect

Data Integration Engineer

Business Intelligence Engineer, Automated Inventory Management

EVENT: RELEX and Blackstone examine the speed gap in supply-chain AI adoption

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

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

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

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

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

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

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

EVENT: MIT session moves supply-chain AI discussion from analytics to agentic decision-making

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

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

EVENT: Gartner Supply Chain Leaders Forum opens in Windsor

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

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

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

EVENT: India completes military-logistics AI programme

EVENT: Optilogic examines how supply-chain design can close the decision-speed gap

EVENT: SAP demonstrates business AI across supply-chain planning and execution

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

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

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

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

EVENT: Amine BENMESBAH attends Gartner Supply Chain Symposium/Xpo 2026 in Barcelona

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

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

SECURITY: NIST Flags New Threats From Autonomous AI-Agent Access

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

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

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

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

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

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

Disunified agents can create conflicting Supply Chain decisions across ERP, WMS and logistics systems

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

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

Enterprise AI architecture must preserve business meaning across systems

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

Supply-chain technology is converging on orchestration, composability and AI governance

The AI-empowered supply-chain leader still owns the decision

The Future Supply Chain Professional: From Functional Manager to Decision Orchestrator

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

Industrial AI scaling depends on interoperable operating architecture

Workflow orchestration is the control plane for Supply Chain agents

Six AI developments reshaping supply-chain software

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

Planning-stack ownership is becoming a Supply Chain role

Logistics AI is splitting into shipper decision intelligence and provider execution infrastructure

Supply Chain agents need transaction proof, not conversational fluency

Food and beverage AI adoption is outrunning governed enterprise access

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

Agentic AI is turning logistics communication into an execution layer

Jean-Philippe Poisson maps the AI strategies reshaping consulting delivery models

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

Kinaxis and the “SaaS-pocalypse” test: why supply chain software may be different

Lora Cecere warns against the AI spin cycle in supply chain planning

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

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

Holistic AI

Credo AI

MyExobrain

SymphonyAI

xAI

ThroughPut AI

AutoScheduler.AI

Workday Adaptive Planning

Aptean

Miebach

Monte Carlo

Google DeepMind

Jedox

Siemens Digital Industries Software

VusionGroup

Scandit

IBM

Google

Automation Anywhere

Amazon Web Services

Hai Robotics

Wiliot

Körber

Centric Software

6 River Systems

Ambi Robotics

Descartes Systems Group

GreyOrange

Amazon Bedrock

Aera Technology

Genpact Supply Chain

Deloitte Supply Chain

Accenture Supply Chain

BEOM Consulting

Bluecrux

Cambridge Institute for Manufacturing

DSV

C.H. Robinson

Kearney Operations

Opus Numeris

Arvato Supply Chain Solutions

MIT Data Science Lab

The Robot Report

ARC Advisory Group

Jagjit Singh Srai

Nikki Baird

Alain Matar

Tanguy Caillet

Prashant Gopalan

Paula Rosenblum

Brian Kilcourse

Pascal Van Hentenryck

Andreas Wieland

Henrik Christensen

Koen Wijnen

Antoine Guéguen

Thomas Barciet

Gregory Pitstick

Helen Greiner

Florian Saucias

Nicolas Vandeput

Yossi Sheffi

Emily Rees

Thierry Lucas

Lisa Anderson

Fei Tao

Pieter Abbeel