Maps and geodata
39 use cases, 13 specialists
GIS analyst
AI for creating maps: a PDF map for a report
Builds a map from your data with a legend, a scale bar, and a north arrow and saves it as a PDF or an image for a report and a presentation.
Heat map and choropleth map from your data with AI
Builds a heat map, a choropleth map, or a proportional symbol map from a point layer or a table with coordinates, with a legend and a color scale that stays distinguishable for people with color vision deficiency.
AI assistant for GIS analysts: buffers, intersections, areas
Performs selection by location, buffering, and clipping and merging of layers, calculates areas and distances, and exports the result to Excel for those who do not work with GIS.
Cartographic designer
Colors for a thematic map: choosing a color scale with AI
Selects a color scale for the data type (sequential, diverging, or categorical) and a classification method, taking into account people with color vision deficiency.
Map labels and fonts: AI cartographer
Sets the fonts and the order of labels by feature importance, halos for legibility on a busy basemap, and rules that keep labels from overlapping each other.
AI for map design: basemap, legend, layout
Selects or recolors a basemap to suit the task and assembles a layout with a legend, a scale bar, and a title in a single style for the whole map series.
Web map developer
Interactive map for a website with AI
Builds a web map on MapLibre or Leaflet with search, feature cards, measurements, and a layout that looks right on a phone.
Map with real-time data: AI agent for web GIS
Connects live data to the map via WebSocket or regular polling and shows object movement, a time slider, and an auto-refreshing panel.
Connecting WMS, WFS, and vector tiles to a web map with AI
Connects WMS, WFS, and OGC API geoservices to the map and, for large datasets, adds vector tiles, clustering, and loading of the visible area only.
3D map developer
3D terrain map in the browser with AI
Builds a 3D scene in the browser on Cesium or a similar library: terrain from a digital elevation model, building models, and lighting by time of day.
Lidar point cloud in the browser: viewing and measuring with AI
Renders a laser scanning point cloud in a web scene with coloring by elevation or class, loading in chunks, and measurement of distances, areas, and volumes.
Terrain flyover and 3D project presentation: AI agent
Sets a camera route for an automatic flyover or walkthrough of the scene and drapes flat layers over the terrain with adjustable transparency.
Geospatial data engineer
Geodata conversion with AI: Shapefile, GeoJSON, KML, DXF
Converts data between formats (Shapefile, GeoPackage, GeoJSON, KML, GPX, DXF, CSV) with the correct coordinate system and encoding, including in batches.
Coordinate transformation and geodata cleanup: AI engineer
Finds layers with a missing or incorrect coordinate system, brings everything to a single one, fixes self-intersections and duplicate vertices, and standardizes field names and encoding.
Automated geodata pipeline in Python and GDAL with AI
Writes a repeatable pipeline for loading and updating data in Python and GDAL, with a log of every step, processing of only what has changed, and a check of the result.
Spatial data analyst
Finding hot spots on a map: spatial statistics with AI
Finds statistically significant clusters of events in your data (sales, requests, incidents) and shows them on a map with a significance test.
Choosing a store location using geodata with AI
Calculates how accessible the options are for shoppers (catchment areas, a gravity model, proximity of competitors) and compiles the locations into a table with a map.
Interpolation and prediction from points on a map: AI analyst
Builds models that take spatial neighbors into account (spatial regression, kriging) and predicts values at points without measurements, with confidence intervals.
Geoprocessing specialist
Batch processing in ArcGIS Pro with an ArcPy script using AI
Writes an ArcPy script that will clip a hundred layers, reproject rasters, or export layouts in a batch on its own, with a log and resumption after a failure.
Custom tool for QGIS or ArcGIS Pro: AI builds it in Python
Builds a geoprocessing tool that colleagues run from the application without code, with easy-to-understand parameters, input validation, and clear error messages.
Geoprocessing model in Model Builder: diagram and Python export with AI
Assembles a visual geoprocessing chain with conditions and iteration that non-programmers can understand and, if needed, converts it into a Python script.
Geospatial data quality inspector
Geodata topology check with AI
Checks layers for self-intersections, empty geometry, duplicates, and gaps and overlaps between adjacent parcels, and produces a list of errors with coordinates.
Geodata metadata audit against ISO 19115: AI inspector
Checks metadata against ISO 19115 (lineage, accuracy, contacts, coordinate system, data currency dates) and writes what is missing.
Geodata accuracy assessment using check points with AI
Calculates the root mean square error of position from check points, an error matrix for the attributes, and the completeness of the dataset, and compiles everything into a report before loading.
Drone survey specialist
Orthomosaic from drone photos with AI
Analyzes your photos and ground control points, selects the processing settings in the photogrammetry software, and checks the finished orthomosaic for georeferencing errors and gaps.
Flight plan calculation for an aerial survey with AI
Calculates the altitude, overlap, speed, and camera settings for the required resolution, taking the terrain into account, and proposes a layout of ground control points.
Point cloud classification and terrain model: AI assistant
Writes a script that splits the point cloud into ground, vegetation, and buildings, builds a digital terrain model from the ground points, and exports LAS or LAZ for GIS.
Satellite imagery AI engineer
Land cover classification from Sentinel-2 images with AI
Builds a map of land types (forest, cropland, water, built-up areas) from multispectral images and tests it on an area that was not used in training.
Change detection in satellite images from different years: AI agent
Compares images of the same place from different dates and highlights new buildings, forest clearing, and changes in water bodies and the shoreline.
BIM and GIS specialist
Converting Revit and IFC models to GIS with AI
Converts a building model from IFC into GIS layers, preserving room names, floors, areas, and materials, and ties it to real-world coordinates.
Building digital twin: data model with AI
Designs the data model of a digital twin (the static part from BIM, sensor readings, maintenance requests) and describes how to keep it consistent with the real building.
GIS solutions engineer
Rapid prototype of a GIS solution with an AI agent
Builds a working prototype on your data (a web map, an analysis script, or an export) to test the idea before full development.
GIS project feasibility check with AI
Checks on samples of your data how much cleaning the data will need, whether the solution can handle a million features, and whether there are any license restrictions, and estimates the effort.
Demonstrating a GIS solution to a client: AI prepares the demo
Prepares a demo that works without an internet connection: preloaded data, backup screenshots, and a narrative script built around the client's task.
GIS consultant
GIS audit for a company: AI consultant reviews tasks and data
Analyzes the client's task, current systems, and data and writes where a map and the location of objects will deliver measurable benefit and where GIS is not needed.
GIS implementation plan and platform selection with AI
Compares open-source, commercial, and hybrid options against the client's conditions and lays out a phased transition from spreadsheets and drawings to GIS.
Technical proposal and statement of work for a GIS project with AI
Writes the technical section of a proposal or a statement of work in Word: work packages, timelines with a buffer for data cleaning, hidden costs, and three solution tiers.