immersive adaptive evidence based preparedness — RISCARO
Immersive XR, intelligent training control, and measurable performance — seamlessly integrated for operational preparedness.
Mission
immersive, intelligent, and evidence-based preparedness for challenging environments.
RISCARO combines immersive XR, intelligent training control, and measurable human performance evaluation to build training capabilities that improve preparedness and operational readiness across challenging environments.
Platform: RIIX — RISCARO Intelligent & Immersive Experience Platform.
The operational infrastructure for immersive training. RIIX connects scenario control, performance data, and deployment logic into one secure on-premise platform. Training can be orchestrated, evaluated, and improved without compromise on security or data sovereignty.
- Orchestration — Unified control of physical and digital training environments across scenarios and product lines.
- Human Performance Engine — Real-time performance profiling that makes training outcomes measurable, interpretable, and improvable.
- On-Premise — Fully on-premise deployment. Data stays within the organisation, with no dependency on public cloud infrastructure.
Solutions: Redefining Preparedness Through Tailored XR.
- Green Manikin — Station-based hybrid XR for medical first response, tactical medicine, and complex emergencies. Physical tools, simulation systems, and scenario-driven drills in one coherent high-fidelity training environment.
- Elemental XR Training — Deployable XR training kits for short, repeatable sessions in real operational settings. Designed to build tactical, psychological, physical, and mental readiness through frequent immersive practice.
The High-Stakes Environments We Operate In.
We build training capabilities for teams operating where decisions carry absolute consequence.
- Medical First Response & Tactical Medicine — From first response to tactical medical care. Hybrid scenario-driven drills that respect tools, touch, and timing, not only what can be shown on a screen.
- Police & Special Teams — Decision-making, communication, and procedures for security forces and special units. Repeatable scenarios with clear performance signals.
- Defence & Operational Units — Tactical decisions, coordination, and procedural execution under operational pressure. Modular training formats that integrate into unit readiness cycles without disrupting them.
- CBRN & Civil Protection — Readiness for chemical, biological, radiological, nuclear, and explosive threats. Structured rehearsal for detection, protection, and coordinated civil-protection response.
Built On Peer-Reviewed Research, Not Product Speculation.
RISCARO builds on 10+ years of specialist peer-reviewed research in immersive medical simulation, police VR training, and human performance under stress. The founding team has contributed to this body of work through publications, prototypes, and field-based evaluations across XR training contexts.
Own, Evidence-Based Research
Research by the founding team has been published in leading peer-reviewed venues, including ACM CHI, IEEE conferences, Springer Nature journals, and domain-specific journals in XR, medical simulation, defence and police training.
Measurable Outcomes
Training that produces objective performance data. Debriefable, comparable over time, and usable for evidence-based decisions about where to improve and how.
Adaptive Training
Scenario difficulty and cognitive demand can be adapted based on trainee performance and selected behavioural or physiological indicators. Keeping learners in the zone where skills are built, not where they are overwhelmed.
Human Performance Evaluation
Real-time profiling of behaviour, physiological response, and procedural execution during training. Making outcomes visible, interpretable, and improvable rather than leaving them to subjective impression.
Selected publications
- Framework and Elemental Training Approaches for Military Operations (Kröninger et al., The Defence Horizon Journal, 2026) https://tdhj.org/blog/post/training-military-xr/
- Mixed Reality Training for Medical First Responders: System Evaluation and Recommendations (Uhl et al., Virtual Reality, Springer, 2025) https://link.springer.com/article/10.1007/s10055-025-01144-x
- Choosing the Right Reality: A Comparative Analysis of Tangibility in Immersive Trauma Simulations (Uhl et al., ACM CHI, 2024) https://dl.acm.org/doi/10.1145/3613904.3641912
- Sound of the Police—Virtual Reality Training for Police Communication for High-Stress Operations (Murtinger et al., MTI, 2024) https://www.mdpi.com/2414-4088/8/6/46
- Tangible Immersive Trauma Simulation: Is Mixed Reality the Next Level of Medical Skills Training? (Uhl et al., ACM CHI, 2023) https://dl.acm.org/doi/10.1145/3544548.3581292
- Assist the VR Trainer: Real-Time Dashboard and After-Action Review for Police VR Training (Murtinger et al., IEEE MetroXRAINE, 2022) https://ieeexplore.ieee.org/document/9967532
- Threat Assessment in Police VR Training: Multi-Sensory Cues for Situation Awareness (Uhl et al., IEEE MetroXRAINE, 2022) https://ieeexplore.ieee.org/document/9967692
- CBRNe Training in Virtual Environments: SWOT Analysis & Practical Guidelines (Murtinger et al., International Journal of Safety and Security Engineering, 2021) https://www.iieta.org/journals/ijsse/paper/10.18280/ijsse.110402
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