The Challenge 

In many technical environments, the most important knowledge is sometimes the least documented. 

Complex equipment and specialized systems frequently depend on the experience of a limited number of technicians who have spent years learning how the machinery behaves in real operating conditions. They know how to set up equipment correctly, recognize early signs of trouble, and troubleshoot problems when systems don’t perform as expected. 

But in many organizations, that expertise lives primarily in people’s heads. 

At several Armed Forces locations operating engine dynamometers—systems used to test repaired engines under load before they return to service—there was no standardized training manual or formal learning program. Instead, the knowledge of how to operate and troubleshoot the system was passed down informally from experienced operators to newer technicians. 

This type of knowledge transfer can work for a time, but it introduces long-term risk. When experienced technicians retire or move on, the practical understanding they developed over years can disappear with them. New technicians must then rebuild that knowledge through trial, observation, and occasional mistakes. 

Even when procedures are documented, another challenge remains: the confidence gap. In high-skill work, hesitation doesn’t always come from a lack of knowledge. Technicians may understand a procedure. Electricians may know the system, mechanics may recognize the equipment. 

But when a task is unfamiliar, infrequent, or slightly different from what they have done before, hesitation shows up. Workers slow down as they try to recall the correct steps or confirm their understanding. That hesitation can affect efficiency, safety, and performance, especially when dealing with complex equipment. 

Organizations needed a way to both preserve expert knowledge and give technicians the opportunity to practice procedures before performing them in the real world.  

AVATAR’s Solution 

We work directly with experienced technicians to capture their operational knowledge and convert it into structured digital procedures. 

Using the XRcreate platform, our team documented how the dynamometer systems were set up, operated, and maintained. Expert insights were translated into step-by-step interactive training modules that guide technicians through each part of the process. Instead of relying on informal instruction, technicians can now learn the procedures through a structured digital experience that reflects the expertise of the people who know the system best. 

This training does more than present instructions. Using extended reality environments, workers can explore equipment at full scale and rehearse procedures before performing them in the field. Technicians can move through the system, review each step, and repeat procedures multiple times until the sequence becomes familiar. They are able to understand how components interact and what correct operation looks like before encountering the equipment during live work. 

This approach transforms training from passive instruction into active rehearsal. 

Impact  

By combining knowledge capture with immersive rehearsal, AVATAR helps organizations preserve expertise and prepare workers for complex technical tasks. 

Expert knowledge that once existed only through informal mentoring becomes standardized training that can be shared across locations and generations of technicians. 

At the same time, workers gain opportunities to build confidence by practicing procedures, before performing them in real environments. Through repetition, they build familiarity, muscle memory, and confidence. The result is safer operations, faster task performance, and technicians who approach complex equipment with confidence instead of hesitation. 

In this way, digital training does more than document procedures. It ensures that critical knowledge remains available and that the people responsible for using it are prepared to perform when it matters most. 

 
If your organization depends on specialized knowledge or complex procedures, let’s chat.