Walking Future Projects on Today’s Sites: How Cicero XR and TeamworkAR Reduce Design-Cycle Drag in High-Stakes Operations

In rail and other asset-intensive industries, the costliest issues often are not the drawings themselves. They are coordination, visibility, and field-readiness problems that surface only when work is already moving toward the site. Teams review plans, models, and scopes across multiple stakeholders, but the real impact of a change often only becomes clear when someone is standing in the space and feeling how the geometry will behave under live operations.

A curve can be technically correct and still wrong for the teams who have to live with it every day. That gap between “passes every check” and “works in reality” is where A5 Rail and CGS Immersive chose to focus, in a pattern that applies across rail, manufacturing, logistics, utilities, and other industrial environments.

This page is the “why and what.” It introduces the problem, the pattern, and the tools. The full A5 Rail case study is the “how and proof,” where you can see specific scenarios and how this workflow performs end-to-end.

The challenge A5 Rail brought to CGS Immersive

A5 Rail is a specialist railroad services firm that focuses on squeezing more value out of every mile of track for its clients. The team brings hands-on experience from complex freight yards, mainline upgrades, and public–private rail projects, combining engineering, construction, and project delivery know-how with day-to-day operational reality.

A5 Rail’s clients turn to them when they need to do more with existing networks, not just build something new. The work lives where tight margins, aging infrastructure, and demanding service levels leave very little room for “we will fix it later.” That mix of track-side experience, project discipline, and appetite for practical innovation is what made A5 Rail an ideal partner for pushing mixed reality out of the lab and into everyday design and review workflows.

The solution: walk the future, not just imagine it

Working with A5 Rail, CGS Immersive used Cicero XR and TeamworkAR to create a mixed reality workflow that lets teams stand on the real site and experience future assets at true scale. The site stays in view. Ballast, concrete, fencing, equipment, machinery, and sky remain visible through passthrough mixed reality, while future track, structures, lines, and safety envelopes appear exactly where they are intended to go.

That changes what a review feels like. Instead of debating what a drawing means, engineers, operations leaders, and business owners can stand where the asset will live and ask the questions that matter most.

The experience is not about headsets for their own sake. It is about giving infrastructure and industrial teams a dress rehearsal for reality so they can see and feel issues sooner, and act while change is still manageable.

How the workflow runs on site

On site, the team launches the mixed reality experience through TeamworkAR, using Cicero XR to place engineering-grade models into the live environment at full scale. The job site becomes the workspace. People see current assets and proposed changes in context instead of switching between static exports and mental translations.

The interaction model is intentionally simple. Teams select the relevant design, align it to the site, lock it in place, and walk it. The experience is hand-tracked, so users move through layers and interact with the model directly without having to learn a controller-heavy interface.

Underneath the headset view, CAD and BIM files are transformed for real-time use while preserving the structure that matters: layers, groups, hierarchy, and naming. That is what makes it possible to separate current and future state, compare disciplines, and remove visual noise so teams can focus on the decision they are actually trying to make.

Cicero XR plays the role of briefing brain in this pattern. It helps keep the right project knowledge, context, and constraints within reach during reviews, so teams are not only seeing the future state more clearly but also understanding what they are looking at and why it matters.

From plan review to full-scale job rehearsal

The biggest shift in the A5 Rail project is operational, not visual. Plan reviews stop being abstract conversations and start becoming shared, full-scale rehearsals on the actual site.

Inside the mixed reality workflow, teams compare current and future conditions side by side. In a rail scenario, that means splitting existing track and proposed track into separate layers, walking future alignments, checking how crossovers and clearances behave, and understanding how new work will sit alongside live operations.

The same concept applies in manufacturing plants, logistics hubs, and utilities. A new line or cell that looks efficient in plan can reveal uncomfortable turning behaviors, congestion points, or hidden blind spots when walked at full scale. A loading area or yard layout that appears workable on paper can feel very different once you stand in it and imagine real vehicles, pallets, and people under pressure.

That kind of shared view reduces the back-and-forth that typically slows design alignment. Instead of weeks of scattered calls, interpretation gaps, and disconnected site conversations, stakeholders can react to the same future state in one place, on the physical ground where the work will happen.

For A5 Rail, the savings show up in the design cycle. Weeks of coordination effort that used to be spread across calls and site visits can collapse into a single shared walkthrough. It becomes easier to get the right people into the same decision, cut through ambiguity faster, and reach alignment before issues harden into rework, delay, or operational compromise.

Catching “technically yes, but practically no” earlier

High-stakes operations rarely fail because teams lack data. More often, projects struggle because the right people cannot fully interpret the implications of that data in context early enough.

The A5 Rail workflow addresses that directly. A curve that passes every engineering check can still produce uncomfortable personal space, awkward movement, or poor sightlines once real people and real operations are in the picture. Access paths that make sense in a static model can feel constrained or unclear when walked in bad light, bad weather, or under pressure.

With mixed reality, those questions move from theory into practice months earlier. Teams can ask “Technically yes, but is it the best we can do for operators, crews, and passengers?” while change is still cheap. They can pressure-test assumptions, challenge scope or sequencing, and make adjustments before constraints lock in.

That is a better place to solve problems than late in the field, when the cost of being wrong is significantly higher.

Transformation execution

There are many immersive demos in the market. What makes this work different is that it is built for practical, high-stakes use cases where accuracy, usability, and operational adoption matter more than novelty.

CGS Immersive brings together four connected capabilities in projects like this:

• Cicero XR to anchor future work on real sites at full scale and keep the right knowledge and context within reach during reviews.

• TeamworkAR to deliver intuitive, field-ready experiences that teams can use on active sites and in briefings without needing deep XR expertise.

• Immersive Learning as a Service (ILaaS) to deliver next-generation AR, VR, and digital twin learning as a managed service. CGS Immersive designs and builds the immersive 3D content, streams every module and update everywhere, and handles hardware procurement, device warehousing, shipping, upgrades, cleaning, repair, and integration, so organizations get proven training and performance gains without taking on XR logistics and content production.

• Transformation execution to help organizations weave these tools into real planning, review, and readiness rhythms so they change how work gets done, not just how it looks in a demo.

In the A5 Rail project, that filter produced a mixed reality workflow that helps teams see future infrastructure in context, challenge assumptions about curves, clearances, and human movement before work begins, and build a stronger base for planning, readiness, and execution.

Where this pattern applies next

The pattern extends well beyond one rail project. Anywhere large physical changes intersect with complex operations, there is value in helping teams walk the future before they build it.

That includes rail yards, stations, depots, ports, utilities, energy networks, logistics hubs, manufacturing campuses, hospitals, and other environments where late discovery creates real cost and operational risk. If the stakes are high, this kind of workflow belongs in the design cycle.

If you want to see how this plays out end-to-end, including specific scenarios and outcomes, read the full A5 Rail case study.