GIS analysis with AI: build spatial indexes using prompts

How to use AI for map creation?

Xenia Polutornova
Aino
2 min readFeb 23, 2024

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Unlike traditional UI interfaces, our conversational interface automates the laborious process of working with data, making it easier than ever.

#technology

AI Search Engine

Our AI assistant empowers users to seamlessly search and map data from OpenStreetMap with an accuracy of 99.9%, saving up to 30% of their time
in creating maps. The assistant’s functionality includes:

Searching within any area in the world: mapping streets, buildings, public spaces, water bodies, points of interest, and more can be done with simple queries such as:

“Street typology of Rio de Janeiro”

“Find water bodies in Venice”

“Show wineries in France”

Aino is a userfriendly ai-tool for map creation

Search within specific boundaries: users can draw or upload a polygon to the map and then ask AI to find data inside that area. To do this, simply copy it (Ctrl+C) and paste it (Ctrl+V) into the AI bar with a query like:

Find schools in Polygon 1

Data mapping with Aino AI

Spatial Analysis

Data visualisation with AI assistance

Our AI assistant not only helps transform data onto maps but also simplifies the process of building analytics. It can calculate point density from any dataset generating an H3 hexagonal grid. Utilize this feature for tasks such as population density, retail object analysis, accessibility assessments, and other business-related challenges.

Use prompts including Spatial Index to select datasets for visualization by copying their IDs. Adjust grid colors and sizes within the prompt. For instance:

“Space Index for Dataset trees in Poly in green and red with grid 7"

Aino is an AI for spatial data analysis. Aino transforms data questions into interactive maps, charts, and graphs. Read more about us on our LinkedIn, Instagram and website.

With love,
Aino Team.

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