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Challenges

AI Maturity in Manufacturing and EPC

How are manufacturers approaching the AI opportunity? We invite you to join our research study on the challenges, capabilities, and future plans manufacturers and supporting engineering (EPC) companies have for Artificial Intelligence (AI). Please take about 10 to 15 minutes to complete this short survey to share your perspective.  All individual responses will be kept…

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  • Assessments

Jim Brown - January 20, 2026 - Filed Under: Research Invitations, Assessments - Tagged With: Capabilities, Process Manufacturing, Chemicals, EPC, AI, Plans, Progress, Tools, Priorities, Engineering Firms, Artificial Intelligence, Survey, Engineering, Challenges

Factory Lifecycle

Digitally Transforming the Factory Lifecycle

How can manufacturers digitally transform the way they plan, design, build, and operate their factories? How are Top Performers able to hit their critical program timelines, project spend, manufacturing quality, and agility targets better than Others? This survey of 180 companies explains how leading manufacturers better collaborate, employ digital twins, leverage digital tools, and integrate…

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  • Survey Results

Jim Brown - December 17, 2024 - Filed Under: Survey Results, Published Research, eBooks - Tagged With: Factory Planning, Facility Design, Manufacturing Operations, Digital Factory Lifecycle, Collaboration, Factory Lifecycle, Integration, Industrial Engineering, Challenges, Pace of Change, Manufacturing Engineering, Industry Drivers, Manufacturing Planning, Digital Transformation, Factory Design

Design Data Management

Effective Design Data Management and Collaboration

Small engineering teams have many of the same challenges as larger ones, but have fewer resources to address them. How can small design teams manage product development complexity through better collaboration and design data management and the cloud to meet their design targets? Please enjoy the summary* below. For the full research, please visit our sponsor Siemens…

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  • Survey Results

Jim Brown - November 14, 2024 - Filed Under: Published Research, Survey Results - Tagged With: Multi-CAD, Design Data Management, Benefits, Midsize Manufacturer, PLM, Survey, Small Design Teams, SMB, PDM, Collaboration, Product Lifecycle Management, Cloud, Challenges

Product Digital Thread Integration

Integrating Across the Product Digital Thread

What value does the product digital thread offer manufacturers? How important is integrating data and systems across the digital thread to achieving that value? We set out to better understand the value of product digital thread integration and how top performing companies overcome implementation, operation, and maintenance challenges to achieve it. Did we find the…

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  • Survey Results

Jim Brown - October 16, 2024 - Filed Under: Published Research, Survey Results - Tagged With: Digital Thread, Duplicate Data, Hub and Spoke, API, Duplicate Data Entry, Operation, Digital Thread Integration, Product Digital Thread Integration, Implementation, Product Digital Thread, Status Quo, Integration, Integration Maturity, Challenges, Integration Scope, Best Practices, Disconnected Data, Maintenance, Data Errors, Platform, Data Inconsistency

Extended PDM Stat

Extending PDM Beyond Design Data Management (survey results)

How do top performing companies better leverage Product Data Management to hit their product development targets? We surveyed over 165 manufacturers and gained some telling insights. Our research finds that the current state of design data management continues to yield too many problems, too much wasted time, and missed product development targets. Top Performing companies, on…

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  • Survey Results

Jim Brown - September 11, 2019 - Filed Under: Published Research, Survey Results - Tagged With: Implementation, CPDM, Extended PDM, PDM, Collaborative PDM, NPD, Product Data Management, Challenges, Best Practices, Design Data Management, NPDI, Engineering Efficiency, Advanced PDM

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