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MapAI

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

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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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