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Articles, research and published papers on the reliability, transparency and evaluation of AI-assisted geospatial analysis.

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MapAI is available now in Australia. Here's what we built, and why.
Announcement3 Nov 2026AI-Native GISGIS InnovationGeospatial AI

MapAI is available now in Australia. Here's what we built, and why.

MapAI launches in Australia, free to start. What we built, who it’s for and why the evidence behind every spatial answer stays visible.

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The Spatial Evidence Layer: the gap between your GIS and your decisions
Article3 Nov 2026AI-Native GISGeospatial AIGIS Professionals

The Spatial Evidence Layer: the gap between your GIS and your decisions

The data exists and the GIS is there, yet getting to an answer is still slow. Why place-based decisions need a Spatial Evidence Layer that sits alongside GIS.

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Source maps connect to an inspectable layered evidence map, with a review folio and pencil alongside.
Article3 Nov 2026AI-Native GISData-Driven Decision MakingConversational AI

Faster, transparent, defensible: what MapAI actually changes

Three real questions from planning, infrastructure and policy teams, and what changes when you ask them in MapAI: less reconciling, visible evidence, your judgement.

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