Spatial computing is quietly transforming enterprise training
Where AR/VR delivers measurable ROI today — and where it remains an expensive novelty.
AR/VR · 5 Jul 2025 · 6 min read
Infoogle Engineering · Engineering team
After a decade of hype cycles, spatial computing has found its most durable enterprise foothold not in consumer entertainment but in high-risk, high-cost training scenarios where mistakes in the real world are expensive or dangerous.
Where the ROI is real
- Heavy equipment operation training with realistic failure simulation.
- Surgical and clinical procedure rehearsal before live patient contact.
- Remote expert assistance overlaying instructions onto a technician's live field of view.
Where it remains a novelty
Generic onboarding VR experiences and marketing showcases rarely survive contact with a cost-benefit analysis once the headsets have been purchased and the initial excitement fades. If a training outcome can be achieved just as well with a well-produced video, spatial computing is over-engineering.
The measurement framework
Before greenlighting a spatial computing investment, quantify the cost of the real-world error it prevents, the frequency of that error today, and the marginal training improvement over existing methods. If those numbers don't clear a hurdle rate within eighteen months, the investment is premature.
Spatial computing earns its budget in the operating room and the training bay, not the trade-show booth.