How AR and VR help safety managers tackle risk and complexity in the energy sector

Energy sites are some of the most complex and high-risk places on earth to work. However, our old safety playbooks, paper checklists and slide decks, just aren't cutting it anymore.

Currently, we're trying to tackle modern risks with outdated tools that can't meet the critical, hands-on skills these complex sites demand. As a result, accidents and near-misses can occur due to human error, insufficient training, or inconsistent procedures across sites.

So, say hello to Augmented Reality and Virtual Reality. These technologies shake things up by giving safety managers a powerful new toolkit, by providing greater control, visibility, and standardization.

So today we'll look at how AR and VR are reshaping safety in the energy industry, from common use cases that are emerging across the energy value chain, to real-world examples, benefits, and challenges of integrating these tools into daily operations.

Energy operations are too complex for outdated safety tools

Modern energy operations involve a level of complexity and risk that traditional training and safety management methods struggle to address. You can't just walk a new hire into a live substation or onto a rig floor for a quick practice run. It's too dangerous. This limits the real-world experience they can gain through conventional means.

Too often, safety training in the energy sector becomes reactive. We update the rules after an incident, hoping to prevent a repeat, but that first accident still happened. Important procedures might only be talked about in slides rather than rehearsed. In such a complex industry, an inconsistent approach means some workers may not be fully prepared for critical scenarios.

Energy companies usually operate across multiple regions and regulatory environments. It becomes a constant battle to ensure that a safety protocol is applied uniformly in all plants and facilities is hard when relying on manual training and documents. Local variations can creep in, causing confusion and non-compliance.

There's also increasing pressure on energy firms to improve safety records, reduce environmental incidents, and demonstrate strong governance. Regulators and stakeholders expect rigorous training and zero-tolerance for safety lapses. Legacy training tools might not be enough to meet new standards or documentation requirements.

Why VR energy training works

The shift toward VR energy training isn't just a technology trend. It's backed by peer-reviewed research and real-world operational data that safety managers need to make a business case to leadership.

According to the VRARA Energy Whitepaper (produced in collaboration with utilities and oil & gas operators) and recent findings published in IEEE Xplore, immersive training delivers measurable improvements over traditional methods:

Metric	Improvement vs. Traditional Training
Knowledge retention (90-day)	Up to 75% higher
Procedural accuracy	40-60% fewer errors
Time-to-competency	50% faster
Post-training confidence scores	2-3x higher

For the energy sector specifically, where mistakes carry life-safety consequences, these numbers matter. A lineman who forgets a lockout step or a rig technician who misreads a pressure gauge doesn't get a "redo." VR creates the repetition and muscle memory that prevents those moments.What the research tells safety managers: VR doesn't replace field experience. But it compresses the learning curve. A trainee who spends four hours in a VR substation simulation walks onto the real site with the equivalent of weeks of procedural familiarity.

How AR and VR provide control, visibility, and standardization

VR and AR create a richer, more hands-on way to experience and interact with safety procedures, as augmented and virtual reality training lets you control and practice safety procedures in ways that were never before possible. Imagine letting a trainee practice a high-voltage lockout-tagout procedure, feeling the visceral tension of the task, with zero real-world risk.

And with VR Energy training modules, every worker sees the same procedure done the correct way. AR/VR content can be developed centrally and deployed across all sites, ensuring that a safety protocol is taught uniformly. This wipes out the inconsistencies that inevitably creep in with different instructors or informal on-the-job training.

According to industry benchmarks from GTI Energy and the VRARA, organizations that deploy centralized VR training across multiple sites reduce procedural deviation by up to 65% within the first 12 months. For energy companies operating across different regulatory environments (e.g., US, EU, Middle East), this standardization is often the primary ROI driver. 

AR technology excels at providing remote, real-time support for field teams and can help effectively across different regions and thus reduce downtime. Picture a lone technician at a remote wind farm. With AR glasses, they can see an expert's annotations overlaid on a turbine, guiding them as they perform the necessary work.

Suddenly, you get data-driven safety metrics. You can see who's trained, how they performed, and where the knowledge gaps are across your entire workforce. It's a game-changer for audits and compliance due to the digital tracking capabilities that become instantly available. VR training platforms typically integrate with existing Learning Management Systems (LMS), creating an automatic audit trail for regulators. And all this data helps in both proving compliance and identifying areas that need improvement.

Common AR and VR use cases across the energy value chain

Immersive technologies are proving valuable in various parts of the energy industry. Here are some of the most common AR and VR use cases, with examples of how they're applied.

Immersive training for hazardous environments

VR lets us bring the hazard to the worker, not the worker to the hazard. They can train on virtual rigs and in substations that are off-limits in real life. Many VR training programs let workers experience these conditions virtually.

Simulations for electrical, chemical, or confined space work are popular, as these scenarios are role-based as well, meaning they're tailored for different positions and help with specific challenges.

Infrastructure design and emergency planning

Why wait for construction to spot a design flaw, or for the energy and utility companies to report an issue? With a VR headset, you can literally walk through nuclear power plants before they're built and bump into a virtual pipe clash.

This helps identify design flaws or hazardous layout issues early in the engineering phase. Additionally, emergency response teams use VR to simulate evacuation routes, hazard zones, and failure scenarios during the planning stage.

Safety inspections and compliance monitoring

Inspecting a 200-foot flare stack? Instead of a dangerous climb, an inspector can do a full VR walkthrough from the safety of the ground, or simulate power plant operations to better understand the complex processes involved.

All inspection records can be centralized, time-stamped, and even enriched with AR annotations, making audits and compliance checks much smoother. 

Predictive maintenance and equipment monitoring

Energy companies are heavily investing in predictive maintenance to avoid unplanned downtime. AR/VR can play a role by visualizing complex data in intuitive ways.

For example, an engineer wearing AR glasses can overlay sensor data, such as temperature or historic data onto assets in the field. Additionally, VR simulations of maintenance procedures help technicians practice infrequent but critical maintenance tasks ahead of time. 

Stakeholder engagement and safety education

Safety in energy isn't just an internal matter. Companies also need to assure regulators, partners, and the public that operations are safe. Here, VR can create a visual, interactive tour of complex systems that explains how safety systems work for non-technical audiences.

This can be shown to local community groups or regulators to build transparency and to demonstrate safety plans.

Remote field assistance and real-time guidance

Maintaining far-flung energy assets is a huge headache when all your experts are in a central office. Augmented reality remote assistance addresses this by enabling seasoned engineers to assist on-site crews virtually.

This live AR support is already slashing response times on offshore rigs and in utilities when equipment fails.

Renewable energy training (wind, solar, and hydro)

The energy transition brings new safety challenges. Technicians can't practice a gearbox repair 100 meters up a wind turbine, unless it's in VR. Similarly, solar farms have unique electrical hazards, and hydro facilities present confined-space and water-risk scenarios that are difficult to simulate safely in real life.

VR applications for renewables include wind turbine towers where climbing procedures, tower rescue drills, lightning protection checks, and blade inspection techniques are simulated with realistic weather and lighting conditions. Solar arrays are another area, where fault diagnosis, DC disconnect sequencing, and thermal anomaly detection without exposing crews to live voltage. Hydroelectric dams also use VR training for lockout/tagout of massive gates, confined-space entry for penstocks, and emergency egress from turbine halls.

For safety managers overseeing mixed portfolios (oil & gas plus renewables), VR offers a single platform to standardize procedures across completely different asset types.

Real-world examples from the energy and utilities sector

Let's now take a look at some examples of AR/VR adoption by looking closer at Duke Energy, one of the largest electric utilities in the U.S. They've embraced VR to train their employees in scenarios like natural gas leak response and substation inspections. They developed a VR training program called "Virtual Crew." 

The results speak for themselves:

• VR-trained technicians completed procedural tasks 3 times faster than those trained traditionally.
• Estimated $500,000+ annual savings in training delivery and operational costs.
• Standardized safety protocols across more than 7 operating regions that previously had local variations.

The speed and accuracy gains at Duke's natural gas unit were so significant that the company expanded VR to additional facilities within the same fiscal year, as the VR training effectively saved time, enhanced the skills of their employees and greatly improved their overall efficiency.

Duke Energy also estimated saving over $500,000 annually in training and operational costs through VR, saving time, enhancing the quality of skills of their employees, greatly improving their overall efficiency. 

Another company worth mentioning is Siemens Energy, as they have been exploring AR to support maintenance of their power equipment. In pilot projects, they equipped field service engineers with AR headsets during inspections of complex systems like gas turbines. Through the headset, engineers could see digital checklists and 3D overlays, and they could call remote experts who see the same view. 

This has allowed Siemens Energy to more efficiently reduce inspection times and avoid errors, as every step is visually guided. On the VR side, Siemens Energy also uses VR for onboarding new technical staff, as mentioned earlier, and this innovation slashed ramp-up time by 35% while giving trainees better focus and more reliable skills.

VR training for Siemens Energy

Another company worth mentioning is Siemens Energy, which has been exploring AR to support maintenance of its power equipment. In pilot projects, they equipped field service engineers with AR headsets for inspections of complex systems such asgas turbines. Through the headset, engineers could see digital checklists and 3D overlays, and call remote experts who saw the same view. 

The results:

• Inspection times reduced by 35% through AR-guided checklists and remote expert calls.
• New technical staff onboarding time slashed by 35% using VR simulation before field deployment.
• Remote support reduced travel costs by over 60% for off-site experts who previously had to fly to every location.

What makes Siemens Energy's approach particularly effective is how it blends AR and VR across different stages of the employee journey. New hires build foundational VR skills before stepping into the field, while experienced engineers use AR for just-in-time support during live work. This layered strategy means every worker gets the right tool for the right moment, without over-investing in either technology. What this means for your site: You don't need to be Duke Energy or Siemens to see similar returns. The leverage point is the same with high-risk tasks, inconsistent procedures, and expensive subject-matter experts. VR compresses time and amplifies your best people's reach.

Challenges of integrating AR and VR in energy operations

Like any new tool, AR and VR have a few kinks to work out and real hurdles to tackle. It's crucial to know these potential hurdles upfront to ensure a smooth and successful rollout.

High initial investment

Advanced VR simulators or a fleet of AR devices can require significant upfront cost. Plus, building custom VR content takes time, requiring a team of 3D artists, developers, and subject matter experts for several months.

Hardware like robust, industry-grade AR headsets also adds to the expense. To get around this, many companies choose to start with phased pilots targeting the most high-value use cases to prove the ROI before scaling up.

Integration with legacy systems

Introducing AR/VR means you might want to link data from SCADA systems, LMS databases, or maintenance management software into the AR/VR experience. This can be technically complex. Get your IT architects involved early to map out how this new tech will plug into your existing cybersecurity, data servers, and other systems.

Workforce adoption and resistance

Not every seasoned engineer or field worker will be immediately excited about wearing a VR headset or using AR tablets. There can be a learning curve and even cultural resistance. Change management and user training are key, as is introducing the technology with proper training sessions, so people know how to use it and why it's beneficial.

Data privacy and infrastructure security

Using AR/VR generates new types of data to consider. These new devices transmit live video or store sensitive data which could pose a security risk if not handled properly. Therefore, you will need to work closely with your cybersecurity team to enforce encryption and access controls for any AR/VR data streams, and perhaps also limit where data is stored. However, at the moment (Sept 2025), Meta and Pico are not giving developers direct access to the camera in their apps.

Content maintenance and scalability

A legitimate challenge that energy companies discover post-deployment is keeping VR training content synchronized with live operations. Energy assets change all the time, as new equipment gets installed, procedures get updated, safety regulations shift, or a near-miss incident reveals a gap in the existing training. If your VR content doesn't evolve alongside these changes, you risk training workers on outdated or incomplete procedures. 

Content maintenance mainly requires a version control system, a designated internal owner who reviews content quarterly, and a clear update pathway with your VR partner. The good news? Subsequent updates cost significantly less than the original build.

Hardware and connectivity limitations

Energy sites can be harsh and remote, not exactly the friendliest places for delicate tech gear or constant internet connectivity. VR headsets may not be usable in extreme heat or at certain time periods. Therefore, it can be necessary to select or design ruggedized and offline-capable solutions that counter these challenges.

What AR and VR energy training actually costs

A common question is: "how much investment are we talking about for AR/VR in energy operations?" Costs can vary widely, but here's a rough breakdown and perspective to get you started.

Hardware costs

VR headsets suitable for enterprise training can range from a few hundred dollars each, to a couple thousand, depending on the factors we discussed in the previous section. AR devices vary from tablet-based solutions to specialized AR glasses like Microsoft HoloLens or Magic Leap, which run in the $3,000–$5,000 range per unit. Ruggedized or industry-specific AR gear can cost more. 

Software and content costs

There's typically a software platform license for managing AR/VR content. Then, the big variable is content creation. Using off-the-shelf training modules can keep costs low.

However, for custom scenarios you might invest significantly in development. It's an investment that often pays off over years. Alternatively, some vendors offer libraries of scenarios on a yearly license basis. For examples of custom and pre-built modules designed specifically for energy applications, see our VR training modules overview."

Training and integration costs

Budget for training your staff to use the new systems and for integrating the software is another factor, as this may involve consultant fees or staff time. You may also consider maintenance costs for the hardware that gets damaged or outdated.

Finally, there is also the question of licensing vs one-time purchase models. Some solutions are offered as subscriptions, which might be easier to budget for than large capital expenditures. Others you buy outright. 

Sample cost scenarios for energy operators

The ranges below reflect real-world deployments documented by energy-sector VR vendors. Keep in mind that these are estimates, and that your actual investment will depend on headset choice, content complexity, and whether you build custom simulations or license pre-built libraries. Most energy clients start with the single-site pilot, prove ROI within 6-12 months, then scale. 

Deployment Model	Investment	What's Typically Included
Pre-built module license (lowest cost, fastest start)	$ to $$	Access to existing VR training libraries (e.g., general lockout-tagout, confined space awareness, fire safety). No custom development. Trainees use off-the-shelf scenarios. Ideal for proof-of-concept or supplementing custom content.
Single-site pilot with custom modules (moderate investment)	$$ to $$$	1-3 custom scenarios built around your specific equipment and procedures. Includes 5-10 VR headsets, software license, and basic LMS integration. Perfect for proving ROI on one high-risk procedure.
Multi-site rollout with custom library (higher investment, highest value)	$$$ to $$$$	8-15 custom scenarios covering your most critical roles and tasks. Includes 40-60 VR headsets, enterprise software license, full LMS integration, analytics dashboard, and ongoing content support.
Enterprise subscription + hybrid content (ongoing operational expense)	$$$$ (annual)	Unlimited headset seats. Mix of pre-built library access + a dedicated number of new custom modules per year. Includes quarterly content updates, priority support, and often a designated technical account manager.

A few important notes. First, custom content development is a one-time investment that can be reused across hundreds or thousands of trainees, so per-person costs drop dramatically as you scale. Second, pre-built modules offer the lowest entry point as no custom software is necessary, making them ideal for running a pilot before committing to custom work. Third, many energy operators classify VR training as a capital expenditure (CapEx), which affects budget approval differently than operational expenses do.

Comparing to traditional costs

While this might sound expensive, consider how much you currently spend on travel to training sites, on instructor time, on training rigs or dummy equipment, or on the losses from downtime and incidents?

And in terms of safety, a single averted arc flash, well control incident, or dropped-object accident could save millions in damages and fines, not to mention lives. According to IEEE research, the average cost of a lost-time injury in the energy sector exceeds $150,000 per incident, meaning a VR program that prevents just 2-3 incidents pays for itself completely.

Is this right for your site?

How do you decide if your energy facility or team should adopt AR, VR, or both? Here are a few considerations. The first being when to use which technological innovation. AR and VR are complementary, but each shines in different scenarios. The rule of thumb is as follows.

Use VR when you want to fully immerse someone in a realistic scenario that is too dangerous, expensive, or impractical to experience for real. Use AR when workers are on the job and need real-time information or remote help in the context of the actual immersive environment. 

When it comes to which roles and teams benefit first, a practical approach is to target the roles that will see the highest impact from AR/VR. High-risk roles are great candidates, since costly mistakes there carry big consequences and thus training yields big returns. New hires and less experienced staff usually benefit greatly from immersive learning, so onboarding programs are a prime target for future hires. 

Quick-assessment checklist for safety managers

If you answer "yes" to 3 or more of these, VR energy training is likely a strong fit for your operation:

• Your sites involve high-consequence hazards (arc flash, hydrogen sulfide, confined space, heavy lifts, live voltage)
• You operate multiple locations with inconsistent safety procedures across them
• Your experienced workers are retiring and taking undocumented knowledge with them
• You struggle to schedule live drills due to production pressures or site availability
• Your regulators require documented proof of scenario-based training
• You have remote or offshore locations where bringing trainees is expensive

Your incident data shows human error as the primary cause (not equipment failure)

It's worth reiterating, that beginning with a small and well-defined pilot scheme is advised. Pick one site or one training scenario to implement AR/VR and measure results. A pilot will not only help you figure out what works, and how well it delivers, but also help you uncover the practical challenges and help you refine the deployment plan.