01Immersive training/7 minute read
How to scope immersive training for safety-critical operations
A practical framework for defining immersive training users, scenarios, evidence and deployment requirements before selecting VR, AR or MR technology.
Insights / Field notes
Clear thinking for
complex systems.
Practical perspectives on defining, governing and deploying Extended Reality, Artificial Intelligence and integrated XRAI capabilities.
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Built to support better briefs.
These notes focus on the decisions organisations need to make before and during delivery. They avoid trend reporting and technology theatre.
02Digital twins/6 minute read
Digital twin, 3D model or spatial guidance: choosing the right system
Understand the practical differences between a 3D model, digital twin and AR spatial-guidance system, and when each creates operational value.
03Applied AI/8 minute read
Governing AI decision support in regulated environments
A practical governance model for AI decision-support systems covering accountability, data, human oversight, confidence and operational monitoring.
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XRAI publishes to make programmes clearer: sharper requirements, more realistic delivery choices and better questions about evidence, governance and adoption.
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