An organization’s ability to learn from its mistakes is a key driver for long-term success. Nonconformance Reporting (NCRs) uncover opportunities for learning and continuous improvement embeds those lessons into processes, systems, and behaviors, creating a culture of sustained excellence. By any measure, today’s industrial automation projects are becoming more complex. System integrators are expected to coordinate multiple disciplines, manage evolving customer requirements, integrate diverse technologies, and deliver reliable solutions on increasingly aggressive timelines. 

In that environment, human error occurs, and mistakes are inevitable. 

The organizations that consistently improve are not necessarily the ones that experience the fewest problems. Rather, they are the ones that have developed effective methods for learning from those problems and preventing them from happening again. This was one of the key messages shared in my recent presentation during the “Integrators Educating Integrators” segment at the 2026 Control System Integrators Association (CSIA) Conference. I focused on the value of the reporting aspect and how this can serve as a powerful driver of continuous improvement within a system integration organization.

Problems are inevitable. The question is whether your organization learns from them. 

For many organizations, NCRs are often viewed as administrative requirements or quality management paperwork. However, when implemented effectively, they become much more than documentation. They become a structured mechanism for capturing lessons learned and identifying systemic weaknesses. Ultimately, NCRs are not about documenting mistakes, they are about creating a culture of continuous learning that helps your organization grow stronger with every challenge it encounters. When the goal is to build a culture of continuous learning challenges become opportunities to strengthen process and to develop people.

This distinction is critical. When organizations attribute problems solely to individual performance, systemic improvement opportunities are often missed. When they examine systems, procedures, training, and communication methods that contributed to an issue, they create opportunities for lasting improvement.

The result is a culture where employees are encouraged to report problems early, knowing the goals is organizational learning rather than the blame game. 

Finding the Real Root Cause

An effective NCR process does more than document an event. It drives investigation.

Many organizations use root cause analysis methods such as the "Five Whys" technique to move beyond symptoms and identify underlying contributors.

For example, a missed project deadline may initially appear to be a scheduling issue. Further investigation might reveal unclear specifications, design assumptions, resource constraints, inadequate communication channels, or gaps in training.

Each successive question moves the organization closer to a systemic cause rather than a surface-level explanation.

This approach enables organizations to improve processes instead of simply correcting individual occurrences.

Corrective Action Versus Quick Fixes

Every organization must address immediate project issues. Components are replaced, documentation is updated, and schedules are adjusted.

These actions are necessary, but they are only part of the solution.

The real value of NCR systems comes from corrective actions that prevent recurrence.

A corrective action might involve:

• Creating a new design review checkpoint
• Updating engineering standards
• Revising work instructions
• Improving communication processes
• Developing additional employee training
• Implementing new verification procedures

Over time, these actions strengthen organizational knowledge and improve project execution across future work.

One example discussed during the presentation involved an incorrect variable frequency drive (VFD) specification that was incorporated into a control panel design. While the immediate issue required replacement of the component, the long-term corrective action involved adding verification checkpoints to both the design review and functional testing processes.

The outcome was not simply a corrected project. It was an improved process that reduced the likelihood of similar issues occurring in the future.

At their best, NCR programs provide visibility into patterns that would otherwise remain hidden.

Individual events may appear isolated, but when viewed collectively, they often reveal recurring themes.

Trending NCR data can identify:

• Training needs
• Process weaknesses
• Documentation gaps
• Resource constraints
• Supplier-related issues
• Opportunities for standardization

Organizations can then prioritize improvement efforts based on actual operational data rather than assumptions.

Building Continuous Improvement into the Business

For continuous improvement initiatives to be successful, they must be supported by a broader management framework.

GTH's approach is guided by both its CSIA certification and its ISO 9001:2015 certified Quality Management System. While the company's ISO certification was achieved in February 2023, the work of building and refining the quality system began years earlier.

Similarly, GTH has maintained its status as a CSIA Certified Member since 2017, aligning its business operations with industry-recognized best practices.

Together, these frameworks help establish the discipline necessary to ensure NCRs are not isolated events but part of a larger continuous improvement process.

The objective is not compliance for compliance's sake. The objective is creating systems that consistently improve project execution, customer outcomes, and organizational performance.

Lessons for the Integration Community

During the discussion following my presentation, attendees raised questions ranging from root cause analysis techniques to safety applications and reporting tools. One example highlighted how NCR systems can serve as repositories for safety incidents, ensuring corrective actions are tracked and verified to prevent recurrence. 

The discussion reinforced a common reality across the integration industry that every organization encounters challenges but not every organization captures and learns from them systemically. 

Looking Beyond Compliance

With the advancement of technology automation projects will continue to increase in complexity. The ability to learn quickly and improve consistently will become an increasingly competitive advantage for system integrators.

Nonconformance reporting is often viewed as a quality function, and my recommendation is to utilize it as a business improvement function. Organizations that embrace NCRs as learning tools gain more than better documentation, they build stronger processes, improve employee development, reduce repeat mistakes, and create a culture focused on future growth and stability. 

At their core, NCRs should not be about documenting mistakes but about creating an organization that learns from them. And in a rapidly evolving industry like ours, that ability to learn may be the most important drivers of long-term successes.