About this author

Ayush Tiwari serves as Director of Product Management at ThingWorx, bringing over a decade of expertise from his tenure at PTC. His key focus area is to continuously enhance ThingWorx platform and applications to enable manufacturers to improve their operations, quality, performance, and service at scale as part of their Digital transformation efforts. A recognized industry leader, Ayush is currently working on advancing the platform for low-code development powered by Gen-AI capabilities to maintain its competitive edge and leadership in IIoT space.

This author writes about... Artificial Intelligence Increase Manufacturing Productivity

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Application Lifecycle Management (ALM) Augmented Reality Computer-aided Design (CAD) Engineering Calculations Enterprise Asset Management (EAM) Industrial Connectivity Industrial Internet of Things Product Lifecycle Management (PLM) Service Lifecycle Management (SLM)

Aerospace and Defense Automotive Electronics and High-Tech Energy and Resources Industrial Equipment MedTech Retail and Consumer Products Software and Technology

Additive Manufacturing Agile Artificial Intelligence Asset Centricity BOM Management Closed-Loop Quality Cloud Native Connected Devices Customer Experience Digital Thread Digital Transformation Digital Twin Education Engineering Collaboration Enterprise Collaboration Field Service Generative Design Increase Manufacturing Productivity Industrial Skills Gap Industry 4.0 IT/OT Convergence Life at PTC Math Software Model-Based Definition Predictive Analytics Predictive Maintenance Product Line Engineering PTC Reality Lab Regulatory Compliance Remote Service Requirements Management Risk & Test Management SaaS Service Optimization Service Parts Service Revenue Simulation Software Development Sustainability Technician Efficiency Training Variant Management

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Application Lifecycle Management (ALM) Augmented Reality Computer-aided Design (CAD) Engineering Calculations Enterprise Asset Management (EAM) Industrial Connectivity Industrial Internet of Things Product Lifecycle Management (PLM) Service Lifecycle Management (SLM)

Aerospace and Defense Automotive Electronics and High-Tech Energy and Resources Industrial Equipment MedTech Retail and Consumer Products Software and Technology

Additive Manufacturing Agile Artificial Intelligence Asset Centricity BOM Management Closed-Loop Quality Cloud Native Connected Devices Customer Experience Digital Thread Digital Transformation Digital Twin Education Engineering Collaboration Enterprise Collaboration Field Service Generative Design Increase Manufacturing Productivity Industrial Skills Gap Industry 4.0 IT/OT Convergence Life at PTC Math Software Model-Based Definition Predictive Analytics Predictive Maintenance Product Line Engineering PTC Reality Lab Regulatory Compliance Remote Service Requirements Management Risk & Test Management SaaS Service Optimization Service Parts Service Revenue Simulation Software Development Sustainability Technician Efficiency Training Variant Management

Learn how this collaboration of PTC ThingWorx and Leela AI boosts efficiency and performance to revolutionize production with Vision AI.

Discover how PTC’s ThingWorx 10.0 and Microsoft Azure transform industrial IoT by unifying edge-to-cloud data, AI, and analytics for smarter operations.

PTC’s ThingWorx supports the Unified Namespace (UNS) to simplify industrial data integration—proven in action with AMRC's real-world applications.