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Motive launches AI-powered Maintenance

DecisionBrain’s OPTIMA wins 2026 Eason Digital Innovation Award for maintenance optimization

XMPro links agentic AI to bounded autonomy in industrial operations

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

IFS reports 25% ARR growth as industrial AI moves into operational workflows

Circus slows deployments to fix physical-AI operating economics

Oracle embeds new AI agents across end-to-end supply chain operations

Oracle introduces AI agents to transform supply-chain workflows

TCS puts physical AI and aerospace manufacturing readiness on the Farnborough agenda

ARC India Forum frames industrial AI as production-grade operations

HashMicro expands its manufacturing platform with AI-native operational capabilities

IBM, Gujarat and IAIRO plan Industrial AI Centre of Excellence

Quorum Software acquires Streamba to expand governed AI for energy logistics

Pattison Food Group deploys Dematic automation for grocery fulfilment

Agility Robotics agrees to go public at a $2.5 billion valuation

NEURA Robotics raises up to $1.4 billion to scale its physical-AI platform

Clear Robotics raises $1.75 million to scale AI-enabled autonomous vessels

SAP embeds agents into manufacturing and supply-chain workflows at Hannover Messe

Symbotic adopts ultra-fast charging technology for autonomous warehouse robots

Service Program Manager, Supply Chain and Maintenance Planning, Labs

Data Science Analyst

o9 Solutions Consultant / Senior Consultant

Data and Controls Engineer

EVENT: RailTrans Expo opens in New Delhi

EVENT: Anaplan Demonstrates AI-Assisted Model Maintenance with CoModeler

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

EVENT: Descartes AI Exchange examines AI agents for fleet performance

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

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

RISK: Manufacturing Remains the Leading Ransomware Target

EVENT: Geek+ and S&S Activewear open an automated distribution centre for a live operational tour

EVENT: Smart Manufacturing Day convenes industrial data and automation practitioners

EVENT: Alain Matar to demonstrate a Claude-built IBP engine for GSCC

Maintenance optimization belongs inside capacity planning—not beside it

Physical-AI scale depends on the ecosystem around the robot

Agentic operations must govern actions outside ERP

Category planning is policy governance—not spreadsheet maintenance

Reacting Before the Ripple Becomes a Wave with SAP Autonomous Supply Chain

The automated dispatcher versus the empowered planner

Aerospace AI must be constrained by production-rate reality

Industrial AI scaling depends on interoperable operating architecture

Manufacturing copilots need production-state authority, not only ERP access

AI is pushing Chinese factory robotics beyond highly standardized production

Always-on demand forecasting changes the infrastructure assumptions behind planning AI

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

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

Why Nominal Capacity Produces Unrealistic Production Plans

Stefano Esposizione argues that AI will amplify weak Supply Chain governance rather than fix it

Why Forecast Accuracy Matters More Than AI Labels

Jean-François Nordmann proposes ten governance laws for vibe-coded Supply Chain applications

Lora Cecere asks whether companies should build Supply Chain planning applications themselves with AI

How to validate an AI inventory use case before buying software

Senseye

Limble

UpKeep

Fiix

MaintainX

Nanoprecise

C3 AI

Augury

IFS Cloud

Oracle Supply Chain Management

Microsoft Dynamics 365 Supply Chain Management

Oracle Fusion Cloud SCM

SAP

Falkonry

GE Vernova

Emerson

ABB

Honeywell

SSI Schäfer

TGW Logistics

Mecalux

Vanderlande

Siemens Digital Industries Software

Marco Macchi

Jay Lee

Marco Prüglmeier