Eclipse Report: North American Factories Must Master Software & Data for 2026 Automation Success

Why Software and Data Management Are Now Critical for Factory Automation Success

A groundbreaking new report from Eclipse Automation has delivered a wake-up call to North American manufacturers: automakers must dramatically improve their software capabilities and clean up their data management to optimize automation systems and remain competitive in 2026. The comprehensive study, "The State of Factory Automation in North America in 2026," surveyed 606 manufacturers and reveals critical insights about current automation trends that every PLC professional needs to understand.

Why does this matter now? As manufacturing faces increasing pressure to adopt advanced automation technologies while dealing with complex data management challenges, the report provides a roadmap for navigating what could be the most transformative period in industrial automation since the introduction of PLCs.

The Data-Driven Reality: What the Eclipse Report Reveals

The Eclipse Automation report delivers several key findings that should concern every automation professional:

• Successful companies are three to four times more likely to have fully integrated automation across all levels of the tech stack than less successful ones
• Between 29% and 45% of less successful companies have not integrated their automation systems at all with the four levels of the technology stack
• The firms achieving greatest automation success are those that have invested in better access to structured data
• For all manufacturers surveyed, the most important factors for successful automation strategy are strong emphasis on managing the entire lifecycle and careful project planning

"Successful companies pursue projects that will achieve quick wins while managing automation over a multi-year horizon," the report emphasizes, highlighting the delicate balance between immediate results and long-term strategy.

The Software Gap: Where North American Manufacturers Are Falling Behind

One of the most striking revelations from the Eclipse Automation study is the growing software capability gap. While hardware automation technologies have advanced rapidly, many manufacturers' software infrastructure and data management practices have failed to keep pace.

The report identifies several critical software-related challenges:

• Limited access to structured data remains a primary obstacle for many organizations
• Poor integration between automation systems and enterprise software stacks
• Inadequate data governance and quality management practices
• Lack of standardized protocols for data exchange between different automation components

These software deficiencies directly impact PLC performance and system optimization, creating bottlenecks that prevent manufacturers from realizing the full potential of their automation investments.

The Integration Imperative: Connecting Automation Across the Tech Stack

According to the Eclipse Automation findings, integration isn't just a technical consideration—it's a competitive differentiator. The report shows that companies with fully integrated automation systems across all technology levels significantly outperform their less integrated counterparts.

Key integration success factors identified include:

• Close OT-IT collaboration between operational technology and information technology teams
• Clear KPIs and performance metrics that align automation goals with business objectives
• Integration with existing processes rather than creating isolated automation islands
• Enterprise-wide planning for all systems including automation

The report also highlights that successful companies are more likely to have senior executive leadership overseeing automation initiatives, ensuring alignment with overall corporate strategy.

Practical Strategies for PLC Professionals in 2026

Based on the Eclipse Automation insights, here are actionable strategies for automation professionals:

• Start with quick wins that build confidence in automation technology while planning for long-term integration
• Prioritize data quality and accessibility as foundational elements of any automation project
• Invest in cross-functional teams that include both automation specialists and software/data experts
• Focus on lifecycle management from initial planning through ongoing optimization and maintenance
• Leverage modern protocols like OPC UA and MQTT for seamless communication between different PLC brands and systems

The Future of Factory Automation: Trends Shaping 2026 and Beyond

The Eclipse Automation report arrives at a pivotal moment for North American manufacturing. Several broader trends are converging to create both challenges and opportunities:

• Reshoring initiatives are driving new automation-intensive factory construction across the continent
• AI and machine learning integration with PLC systems is becoming increasingly common
• Sustainability requirements are pushing manufacturers toward more efficient, data-driven automation
• Workforce challenges continue to drive automation adoption as skilled labor remains scarce

These trends underscore the importance of the Eclipse Automation findings. As automation becomes more sophisticated and integrated, the ability to manage software and data effectively will separate industry leaders from laggards.

Conclusion: Building a Foundation for Automation Success

The Eclipse Automation report makes one thing clear: software capabilities and data management are no longer secondary considerations in factory automation. They are foundational elements that determine whether automation investments deliver their promised returns.

For PLC professionals and automation engineers, this means expanding beyond traditional hardware-focused expertise to include software integration, data architecture, and system lifecycle management. The most successful automation projects in 2026 will be those that treat software and data as critical components of the automation ecosystem, not afterthoughts.

As North American manufacturers navigate the challenges and opportunities of 2026, the insights from the Eclipse Automation report provide a valuable roadmap. By focusing on software capabilities, data management, and integrated automation strategies, manufacturers can position themselves for success in an increasingly competitive and technologically complex landscape.