AI Can Spot the Strain. Our Experience Solves the Problem.

AI and workplace safety - ergonomics

If you manage safety for a mining, construction, manufacturing, or general-industry workforce, you have probably noticed that ergonomics technology is showing up more often.

Record a worker on your phone, run the task through movement analysis software, and within minutes you can see posture, reach, repetition, and body position broken down on screen.

That is useful.

For employers trying to get ahead of soft-tissue injuries, it also raises an important question: what does the technology actually do, and where does human expertise still belong?

At Catamount, we use AI-driven movement analysis as part of our industrial ergonomics work. We are not skeptical of the technology. We use it because it helps us see more, communicate more clearly, support more work remotely, and move faster.

The key is understanding what the technology is good at and what it cannot know on its own.

What’s real

The core of the technology is sound.

Modern computer-vision tools can analyze recorded work tasks and estimate the postures, reach, repetition, and load exposure a worker’s body is experiencing. The software can help organize that information and identify which parts of the task deserve closer attention.

That speeds up the assessment process.

What used to require extended observation, manual scoring, a clipboard, a stopwatch, and hours of review can now be supported by a visual analysis that helps us assess more tasks across more of an operation.

It also improves communication.

A task that workers and supervisors have walked past for five, ten, or twenty years can look different when the movement is broken down on screen. People may have always known the job looked hard. Seeing the reach, bend, twist, or repetition frame by frame makes the conversation more concrete.

A picture may be worth a thousand words. A video can be worth even more when a team is trying to understand why a task is taking a toll on the body.

That is one of the biggest benefits of the technology. It helps experienced workers, supervisors, safety leaders, and operations teams see the work with fresh eyes.

The visual evidence gets people’s attention. Catamount’s process helps turn that attention into a productive conversation.

Why the score is not the conversation

Raw ergonomics scores have a place, but they are not always the best way to communicate with a frontline worker, a supervisor, or an executive team.

Traditional scoring systems can sound technical, clinical, or alarming. Red flags, “high risk” labels, and danger-zone language may help a practitioner identify exposure, but they can also create fear, defensiveness, or misunderstanding when they are presented without context.

At Catamount, we are careful with that.

We do not lead with scary labels. We use the information to help people understand task demand in a way that is practical, respectful, and useful.

That is why Catamount uses our proprietary Fatigue Index™.

The Fatigue Index™ helps translate movement analysis, observation, and traditional ergonomic scoring into a clearer discussion about fatigue, workload, and sustainability. Instead of making the conversation about whether a task is “bad” or a worker is “at risk,” we focus on where the body is being asked to absorb more demand than it should over time.

That shift changes the conversation.

It gives frontline workers language that feels safer and more usable. It gives supervisors a better way to talk about task demands without blame. It gives leadership a practical way to review exposure, prioritize improvements, and understand where prevention efforts may have the greatest impact.

The technology helps us see the movement. The Fatigue Index™ helps us talk about it in a way people can actually use.

What it makes possible

One of the biggest advantages of this technology is that it allows us to support more work remotely.

Onsite assessment is still valuable, especially at the beginning of a relationship or when the work environment is complex. There is no substitute for walking the site, seeing the flow of work, talking with the crew, and understanding the full operation.

Once that foundation is in place, video-based movement analysis can make ongoing ergonomics support much more practical.

A safety team member can capture a short video of a task, send it to Catamount, and allow Dr. Turner to review the movement demands, identify areas of concern, and help guide the next conversation. That is especially helpful for multidisciplinary safety teams, multiple locations, follow-up assessments, task comparisons, and situations where a full onsite visit is not realistic every time a concern comes up.

It gives organizations a faster way to bring ergonomics expertise into the conversation.

The technology does not replace boots-on-the-ground safety work. It strengthens it. It allows onsite safety professionals, supervisors, and ergonomics specialists to work together more efficiently, using real video from real tasks to support better decisions.

What technology can see — and what it cannot

AI-driven movement analysis can show where physical demand is showing up in a task.

It can help identify awkward posture, high repetition, extended reach, bending, twisting, lifting patterns, and other exposures that may contribute to fatigue and strain over time.

What it cannot fully understand is why the work is happening that way.

It does not know that the pallet is staged where it is because of how the truck unloads. It does not know that moving the workstation would block a forklift lane. It does not know the crew already tried a lift assist and stopped using it because it slowed production. It may not recognize that the real issue started two steps upstream.

It also cannot know whether a proposed change will create a new hazard somewhere else, whether the people doing the job will actually use the solution, or whether the recommendation fits the pace and constraints of the operation.

Those details are not minor. They are the work.

Technology can help measure what is happening. It still takes judgment, context, and conversation to understand what should change.

Where the practitioner comes in

This is where Catamount’s ergonomics process is different.

Our ergonomics work is led by Dr. Alicia Turner, who pairs a physical-therapy background with postgraduate ergonomics training and years of onsite experience across aggregate, manufacturing, construction, and industrial environments.

The technology helps her move faster and communicate physical demand more clearly. It does not replace the assessment.

Good industrial ergonomics requires time with the people doing the job. It requires understanding the tools, workflow, production demands, physical environment, staffing, maintenance realities, and practical limitations of the site.

That approach is participatory ergonomics.

The people doing the job are the on-the-job experts. Durable solutions are usually built with them in the room, because they understand the shortcuts, workarounds, pressure points, and real constraints better than anyone.

AI movement analysis helps us identify which tasks deserve attention and gives the team something visual to respond to. The practitioner’s role is to interpret that information, ask better questions, translate the findings through the Fatigue Index™, and help the organization determine what is feasible, affordable, and likely to be adopted.

A recommendation that looks good in a report but fails in the field does not protect workers.

The real goal is to create changes that people can use, that operations can sustain, and that reduce unnecessary strain without creating new problems.

The short version

AI can help us see the work faster, communicate it more clearly, and support more of the process remotely.

Catamount’s Fatigue Index™ helps translate that information into a safer, more practical conversation about workload, fatigue, and prevention.

Experience helps us understand what the work means and what changes are likely to hold up in the real world.

The strongest ergonomics process uses all of it: technology to make physical demand more visible, practitioner judgment to understand the work, and worker input to shape practical solutions.

How to read the market

If you are evaluating ergonomics tools or providers, a few honest questions can help cut through the noise.

Does the process include a qualified practitioner who can interpret the results in context?

Are the workers and supervisors involved in understanding the task and shaping the solution?

Does the assessment consider workflow, equipment, production demands, environmental constraints, and adoption?

Is the information communicated in a way that creates clarity instead of fear?

Will the final recommendations make sense on the floor, in the field, or at the jobsite once the consultant leaves?

The technology is valuable, and we are glad to use it. It helps us see physical demand faster and communicate it more clearly.

At Catamount, we believe the best results happen when that technology is paired with experience, worker input, and a people-first approach to prevention.

Curious what movement analysis would surface on your highest-demand tasks? Reach out, and Dr. Turner will follow up directly.

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