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Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

GAINS reports record growth driven by its AI-driven supply chain platform

SYSPRO launches Torque industrial AI platform for operational decisions

McKesson highlights AI and automation as core supply-chain capabilities at ideaShare 2026

Kenco partners with GreyOrange to scale AI-driven fulfillment automation

Locus Robotics surpasses five billion warehouse picks as mobile automation adoption accelerates

GreyOrange launches Relay Pick, an AI-powered tote-to-person automation solution

Cisco and Rockwell Automation launch software-defined manufacturing framework in India

Symbotic acquires ARMS Innovations to extend warehouse automation into operational intelligence

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

Schneider Electric advances software-defined automation at Automate 2026

Bailey partners with GreyOrange to distribute AI-driven warehouse automation

FourKites survey finds supply-chain leaders expect AI to drive automation and optimization

project44 launches Decision Intelligence for automated supply-chain operations

B2Wise launches CommWise.ai for extensible AI planning workflows

2026 Inventory-Planning Review Shows Automation Shifting From Forecasting to Replenishment Decisions

Havoc and Rune integrate autonomy with logistics planning

Aramco Digital and Avathon expand industrial AI partnership

Redwood argues Supply Chain AI must move beyond automation

HashMicro expands its manufacturing platform with AI-native operational capabilities

World Economic Forum adds 16 Lighthouse awards as AI scales across manufacturing and supply chains

Solvoyo recognized in 2026 Gartner Magic Quadrant context for process-industry supply chain planning

Microsoft scales 111+ supply-chain agents after redesigning workflows and shared data

SAP launches industry-specific AI portfolio around end-to-end agentic execution

Jabil opens AI-enabled Intelligent Logistics Hub in Penang

LG adds an 80%-automated glass-powder line and a second production base in Vietnam

Richtech Robotics Debuts an AI-Driven Pallet Jack at Automate 2026

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

Arkieva frames AI in supply chain planning around practical decision support rather than hype

Infor launches Velocity Suite to diagnose, automate and optimize industry processes with generative AI

AI Automation & Operations Intelligence Intern

Material Planning Specialist — AI & Automation Focus

Client Partner, Enterprise Platform Sales

Manager, Global Supply Chain Services Digital and Data Analytics

QA Consultant / QA Automation Engineer — Supply Chain Technology

AMZL Operations Excellence Manager

Supply Chain AI & Automation Analyst

DevOps Architect

Senior Product Manager for Workflow Orchestration

Customs Brokerage Specialist, ACT Destination Operations

Lead Product Manager — Supply Chain AI

Supply Chain AI Lead — Procurement

Specialist, Supply Chain Management Data & Innovation

Business Intelligence Engineer, Automated Inventory Management

Business Intelligence Engineer II, Automated Inventory Management

Demand & Inventory Planner – Food Import & Trading

Managing Consultant — Supply Chain, AI-Driven Procurement Advisory

Solutions Architect — AI & Procurement

Experienced Analyst, R&D Master Data

JJT TPO ERP Master Data Manager

WARNING: Supply-chain AI needs governance beyond automation

EVENT: CILT Hong Kong examines practical AI applications in supply chains

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

EVENT: Smart Warehousing and Logistics Automation conference takes place in Melbourne

EVENT: Logistics Automation Expo opens in Bangkok

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

EVENT: Supply Chain & AI Event highlights practical forecasting, automation and agent use cases

RISK: Agentic planning claims are advancing faster than auditability and decision ownership

EVENT: CFO workshop links AI with Procurement and Supply Chain operating decisions

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

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

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

EVENT: Kinexions 2026 Opens the Conversation on AI-Native Supply Chain Planning

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: ARC Industry Leadership Forum Asia opens in Tokyo

EVENT: AI, from Investigation to Action

RISK: AI autonomy can expand faster than human accountability

EVENT: SAP hosts AI-powered Supply Chain operating-model session

NOMINATION: Flipkart appoints Vinay Vaidya to lead technology for supply chain

EVENT: Mayo Clinic examines 45 years of hospital Supply Chain through AI augmentation

NOMINATION: Flipkart appoints Vinay Vaidya to lead supply-chain technology

EVENT: Supply Chain USA 2026 opens in Chicago

EVENT: Trade Compliance Tech examines AI across ERP, classification and export-control workflows

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

EVENT: Procurement & Sourcing Summit puts AI-driven sourcing and resilience at the center

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

EVENT: RailTrans Expo opens in New Delhi

AI-enabled supply-chain tools are widening the cyberattack surface

Always-on Supply Chains need decision authority, not just visibility

Technology Radar Programs Shift the Question From Trends to Decisions

The real AI advantage in fulfillment is decision quality

Industrial AI scaling depends on interoperable operating architecture

Supply-chain AI needs more than automation

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

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

Transformation savings need a decision-level AI ledger

Fragmented Supply Chain systems remain a hidden constraint on decision automation

AI is changing Supply Chain skills from functional expertise to decision engineering

GenAI lowers the automation threshold, but error economics determine what should be automated

Heather Sye’s AI maturity model exposes the gap between experiments and operating-model change

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

Agentic logistics works only when agents can survive operational exceptions

AI-powered supply chains require work redesign, not only automation

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

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

Attabotics’ APAC push reframes warehouse automation as a density and network-design decision

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

Human–AI teams need operating rules across planning and execution

Where Supply Chain Automation Needs Human Control

Supply Chain Skills Are Becoming Decision Architecture Skills

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

Digital supply chain value is moving from visibility to decision intelligence

Visual AI turns warehouse evidence into financial recovery only if liability is traceable

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

Yossi Sheffi examines how AI changes labor, adaptability and decision-making in modern Supply Chains

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

Build a governed Claude Managed Agent for Supply Chain workflows

How to validate an AI inventory use case before buying software

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

22 practical Data Science projects for Supply Chain teams

GAINS

Solvoyo

Lokad

Aera Technology

MyExobrain

Writer

Mad Street Den

Litmus Automation

John Galt Solutions

AutoScheduler.AI

project44

Microsoft Azure AI Foundry

Cohere

OpenAI

Anthropic

Kinaxis

Fiix

Bosch

ABB

Honeywell

Addverb

KNAPP

Honeywell Intelligrated

Körber Supply Chain

Locus Robotics

GreyOrange

Amazon Bedrock

Daybreak AI

Miebach

Yokogawa

ARC Advisory Group

ABI Research

Shakil Ahmed Chowdhury

Yossi Sheffi

Henrik Christensen

Joannes Vermorel