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Recording, monitoring and predicting the location of things, and their interrelationships are a powerful way to organise information in complex environments- especially when many stakeholders, considerations and challenges surround these things. Unique geographic identifiers provide the consistent reference point to achieve a clarity and continuity amongst change- and provide a solid foundation for future initiatives to be built upon.

Digital twins

Digital Twins combine a series of technologies to deliver a virtual representation of the real world, enabling simulation, analysis, sharing and communication of spatial knowledge.

AI/ML

Well-structured 3D data of the built environment is a powerful resource for artificial intelligence, deep learning and machine learning.

Voxels

Spatial information in 3D has many appearances, leading to many different representations.