AUTOMOTIVE • INDUSTRY SERIES 01 • 2026
An evidence-based VR guide for automotive plant, training and engineering leaders
Trusted by Top Organisations
Inside the guide
What the Evidence Shows
A few of the findings the guide covers. Every number is tied to a named source in the guide.
210VR training sessionsDelivered in the first 2.5 months at Ford Otosan Romania's Craiova plant.Ford Otosan Romania case
1,500+Associates trained before launchand 8,000+ training cycles logged before Acura MDX mass production began.Honda East Liberty, 2021
52%Report an EV skills gapof European respondents see a stark lack of EV and battery skills.ABB Robotics / AMS survey
375Learners to cost parityVR matched classroom cost at 375 learners, onboarding time included.PwC, 2020
What is inside
Nine Chapters, Built Around the Questions Automotive Teams Ask
Read it front to back, or jump to the chapter closest to the problem on your desk this quarter.
CHAPTER 01
The Workforce Problem Behind Every Launch
EV transition, model changeover and the skills gap, in numbers.
CHAPTER 02
What the Evidence Says About VR Training
Speed, retention, confidence and cost, with the caveats.
CHAPTER 03
Assembly Training and Model Changeover
How plants train before the first physical vehicle exists.
CHAPTER 04
Case Study: Ford Otosan Romania
Preparing Craiova's assembly lines for electric production.
CHAPTER 05
EV Readiness and High-Voltage Safety
Battery assembly, isolation procedures and the hazards you cannot stage.
CHAPTER 06
Design Review, Virtual Prototyping and Ergonomics
Replacing physical bucks, with the Fiat TOFAŞ motion-capture system.
CHAPTER 07
Building the Business Case
Cost drivers, break-even logic and the KPIs that survive an audit.
CHAPTER 08
The 90-Day Implementation Playbook
Station selection, in-house authoring, hardware and measurement.
CHAPTER 09
Readiness Checklist
A twelve-point self-assessment to see whether your plant can start this quarter.
Who it is for
Written for the People Who Deliver the Next Launch
The guide is for teams who have to deliver a new model, a new powertrain or a new line with the workforce they actually have. It contains no market-size forecasts, only evidence you can take into your next budget meeting.
- Build a Case That Survives FinanceCost drivers, break-even logic and KPIs built on plant numbers, not vendor multiples.
- Pick the Right First StationA 90-day plan from station selection to in-house authoring and measurement.
- Know What the Research ProvesClear findings, and an honest view of what the studies do not prove yet.
- Check Your Plant ReadinessA twelve-point self-assessment you can complete in minutes.
Roles This Guide Speaks To
From the assembly line to the design review.
Plant & Production Managers
Training & L&D Leads
Manufacturing Engineers
Industrial Engineers
HSE Managers
Engineering Directors
Written with OEM assembly plants, tier suppliers and EV and battery lines most in mind, where a launch cannot wait for a physical prototype.
Free download
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Fill in the short form and receive the full guide. Prefer to talk it through? Our team walks you through the findings that matter for your plant.
Cem Pekcan
Business Development Representative, Europe
Hi, I’m Cem! I work on business development for RoT STUDIO in Europe, based in the Netherlands. Let’s talk about your training needs and find the right VR/XR solution for your automotive plant and engineering teams.
Talk to Us About VR Training for Your Teams
Frequently Asked Questions
What is the Evidence-Based VR Guide for Automotive?
It is a free e-book from RoT STUDIO, Industry Series 01, 2026 Edition. In 22 pages it shows how OEMs and suppliers use VR for model changeover training, EV workforce readiness, ergonomics and design review, what the field studies show, what the plants report, and how to build the business case.
Who is the guide for?
It is written for plant and production managers, training and L&D leads, manufacturing and industrial engineers, HSE managers and the engineering directors who own design review.
What topics does the guide cover?
Nine chapters cover the workforce problem behind every launch, what the research says about VR training, assembly training and model changeover, the Ford Otosan Romania case study, EV readiness and high-voltage safety, design review, virtual prototyping and ergonomics with the Fiat TOFAŞ system, the business case, a 90-day implementation playbook and a twelve-point readiness checklist.
Where do the figures in the guide come from?
Every figure is tied to a named source in the source list, including PwC, Forrester, the World Resources Institute, ABB Robotics and Automotive Manufacturing Solutions, the University of Nottingham with Jaguar Land Rover, the AIT Austrian Institute of Technology, Capgemini, BMW Group and peer-reviewed research. Figures from vendor or sponsored reports are marked as such, and the limits of each study are stated.
Does VR replace training on the physical line?
No. The guide positions VR as rehearsal before the line: operators learn the sequence, the location of parts and tools and the hazards in VR, and time with the physical vehicle goes to fitting technique and supervised confirmation.
Can we build VR training from our own CAD data?
Yes. With the RoT STUDIO License, the Designer module imports your CAD data and builds interactive scenes without code, and the Trainer module turns them into step-by-step procedural training with session-level performance data. This is how the Ford Otosan Romania training team built its own assembly modules. A two-day course brings your engineering or training staff to authoring proficiency. Ready-made HSE Training Catalogue modules and Customized VR/XR Services are also available.
Which headsets does RoT STUDIO support?
Scenarios run through the RoT STUDIO Viewer on Meta Quest 3, Quest 3S, PICO 4 and PC-tethered systems.
How do I get the guide?
Fill in the short form on this page and we send the full guide to your inbox.