Your line. Your process. Your equipment. Simulated.
Generic training doesn't transfer to a specific machine.
Every plant knows training takes time. Very few know what it costs.
Generic content, specific line
Courses teach the principle. Your fixtures, tooling and tolerances are learnt on the floor.
Ramp-up is slow, and repeats
8–16 weeks to full productivity, at 20–40% below output — every attrition cycle.
Defects trace back to training
Industry studies tie 30–50% of rework to inconsistent training.
Too few repetitions
Critical procedures get performed once or twice before they count for real.
Skill lives in people
Expertise sits with a few senior operators — and leaves when they do.
Practice competes with output
Trainees consume machine time, tooling and material, with scrap and safety risk.
AI + XR training, verified on your real equipment.
TrainXR immersively trains operators and technicians on a simulation of your own line, then verifies their skill on the actual machine. Your teams self-author the simulations — no custom development project.
AR + AI ON REAL EQUIPMENT
VR training on virtual equipment
Virtual parts, tools and machines built to match your line. Workers rehearse the full SOP — sequence, tooling, safety steps, failure modes — as many times as they need, off production.
AR + AI on actual parts and equipment
On the real machine, workers are guided step by step and AI verifies the work — right part, right tool, right sequence. Hands-on from day one, with mistakes caught as they happen.
Self-authored by your trainers
Your team creates and modifies simulations themselves, so training keeps pace with new variants and revised SOPs — without a costly custom development cycle.
Performance tracking
Customised dashboards per plant, line or cohort — so competence is evidence, not an attendance record.
Training you can defend to finance.
Faster to full productivity
Technicians arrive at the line ready to produce rather than learning on it. Customer-reported.
Early-stage errors and rework
Dozens of correct repetitions before it counts — and performance verified rather than assumed.
Capacity stays in production
Unlimited repetitions without machine time, tooling, material, scrap or safety risk.
Matches how you actually build
Your line, your variants, your tooling, your SOPs — consistent across every site and shift.
Tribal knowledge becomes company knowledge
Senior staff go back to producing. Service teams get consistent quality and shorter MTTR.
Skill becomes measurable
Completion, error patterns and where each worker stands — decisions backed by data.
From your SOP to a working simulator, in four steps.
Digitize
Your machine, cell and line captured as an accurate 3D twin — real geometry, real controls, real failure modes.
Author
Develop the training module in weeks not months. Your trainers can update simulations themselves — new variants and revised SOPs go live on your schedule.
Practise in XR
Unlimited repetitions on the exact equipment, at any hour, with zero production impact and zero scrap.
Performance Assessment
Every attempt scored against the procedure — sequence, time, errors — then verified on the real machine with AR + AI.
Deployed on real production floors, not in labs.











Manufacturing & Industrial Automation category. Knowledge partner: PwC.
Backed by deep-tech and manufacturing innovators.





See a simulator built on equipment like yours.
We start with a paid pilot on one line, cell or product family — then expand to more procedures, plants or your service network when the numbers hold up. You work directly with the founding team.
Book a 20-minute demo