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MapAI and QGIS

QGIS stays your tool for analysis and cartography. MapAI supplies trusted data, validated methods, and answers everyone else can inspect.

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The short answer

QGIS is the open-source GIS many councils, consultancies and researchers run on, and its plugin repository now lists dozens of natural-language assistants that automate QGIS operations in place. MapAI is not another one of them. MapAI Explore gives the domain professionals around a QGIS expert an answer with its evidence trail, without opening QGIS. MapAI Source and the QGIS companion, planned for 2027 and included at no extra cost even on the free tier, will deliver discovered data and validated methods into QGIS, where the expert does the analysis and cartography. Methods validated once by the expert are reused by everyone.

Who each is built for

MapAI

Built for
domain professionals (Explore, now) and GIS experts (Source and the QGIS companion, 2027), in one organisation.
The job
assemble a trusted evidence base, and supply the data and validated methods behind it.
The moment you reach for it
“Our GIS officer is the only one who can answer this, and she is booked out.”

QGIS

Built for
GIS professionals, analysts and researchers who want full control at no licence cost.
The job
analyse, model, edit and map spatial data.
The moment you reach for it
“I'll do this properly in QGIS.”

Where each sits in the stack

  1. 1 Capture

  2. 2 Data and infrastructure

  3. 3 GIS systems of record

    QGISPostGISGeoPackageQGIS AI plugins

  4. 4 Spatial Evidence Layer

    MapAI ExploreMapAI Source (2027)

  5. 5 Decisions and workflows

QGIS and its AI plugins live in the system-of-record layer and make the expert faster in QGIS. MapAI sits alongside, one layer up: it serves the people who will never open QGIS, and feeds the expert data and validated methods through the companion.

Side by side

Built for

MapAI

Domain professionals now; GIS experts through Source and the companion in 2027

Core strength

QGIS

GIS professionals and researchers; plugins assist QGIS users inside QGIS

Core strength

How you work with it

MapAI

Plain-English questions in a browser; no GIS skills needed to ask

Core strength

QGIS

Desktop GIS; AI plugins add natural-language commands for QGIS operations

Core strength

Finding and assembling data

MapAI

Searches connected Australian open, partner and organisational data; Source (2027) adds discovery and download of open and paid data

Core strength

QGIS

Bring your own: portals, WFS/WMS, files; some plugins search datasets

Available

Spatial analysis

MapAI

Joins, buffers, intersections, proximity and demographic cross-tabs on a PostGIS engine

Available

QGIS

Full analytical and raster toolset, Processing framework, PyQGIS; the expert's home ground

Core strength

The evidence trail

MapAI

Datasets, currency, assumptions and steps visible for every answer; underlying query viewable; new methods flagged until reviewed

Core strength

QGIS

Processing history and models for the operator; plugins vary; not an evidence trail for a reader

Available

Validated, repeatable methods

MapAI

Methods validated by GIS specialists and reused across the organisation; the companion (2027) brings them into QGIS

Core strength

QGIS

Models and scripts per expert; plugins generate steps on the fly

Available

Works with your GIS

MapAI

Import and export .shp, .gpkg, GeoJSON, KML, CSV today; QGIS companion in 2027 at no extra cost

Core strength

QGIS

Is the GIS; open formats throughout

Core strength

Data residency and security

MapAI

Australian-hosted infrastructure with residency options for government; enterprise controls

Core strength

QGIS

QGIS runs on your machine or server; AI plugins typically send prompts and data to a third-party model service, check each plugin's terms

Available

Pricing model

MapAI

Capacity, not seats: unlimited users, an allowance of free credits each month, additional capacity in batches when you need more, enterprise capacity on request; Source and the companion included at no extra cost

Core strength

QGIS

QGIS is free and open source; AI plugins range from free to paid subscriptions

Core strength

Availability in Australia

MapAI

Explore available now; Source and the companion planned for 2027

Available

QGIS

Available now; large Australian user community

Core strength

Where QGIS is the better choice

  • Any analysis, modelling, editing or cartography that is the GIS expert's craft, at no licence cost.
  • Full control of methods, projections and outputs, with open formats throughout.
  • Raster, terrain and imagery work, and the Processing framework and PyQGIS for automation.
  • Speeding up a QGIS user inside QGIS: that is what the AI plugins are for, and some are very good.
  • Organisations that must run their GIS on their own machines and servers.

Where MapAI is the better choice

  • The colleagues around the QGIS expert who need a defensible answer and will never open QGIS.
  • Discovering and assembling Australian open, partner and organisational data, with its source, currency and limitations visible.
  • Making the expert's validated method the one everyone reuses, rather than re-deriving it per request.
  • An evidence trail written for the reader of the answer, including which data, how current, what was assumed.
  • Keeping the expert's time for the hard problems by taking repeat requests off the queue.

Using them together

MapAI is designed to sit next to QGIS. Today the hand-offs are standard files; in 2027 the companion does them from inside QGIS.

  • Export MapAI results as GeoJSON or CSV and load them in QGIS for styling, further analysis and cartography.
  • Export GeoPackage, Shapefile or GeoJSON from QGIS and upload it to MapAI alongside open data.
  • GIS experts use MapAI Explore now to validate the methods their organisation reuses, and to review queries flagged as new.
  • MapAI Source (2027): discover open and paid datasets, check metadata, licensing and limitations, and download them for QGIS.
  • The QGIS companion (2027): natural-language search and validated methods inside QGIS, included at no extra cost even on the free tier, with QGIS remaining the core tool. Register interest to be first to try it.
Register interest in Source

Pricing model

MapAI

Pay for capacity and value, not seats.

  • Unlimited users
  • An allowance of free credits every month
  • Additional capacity in batches when you need more
  • Source and the QGIS companion included at no extra cost from 2027, even on the free tier

QGIS

Free and open source.

  • No licence cost; support from the community or paid providers
  • AI plugins range from free and open source to paid subscriptions, often with a model service fee
  • See the QGIS plugin repository for each plugin's terms

Pricing checked on 15 October 2026. Prices in their published currency. See each vendor's pricing page for current details: MapAI pricing · QGIS plugin repository.

Data residency, security and trust

MapAI

Australian-hosted infrastructure, with data residency options for government work. Your organisation's data is not used to train public models. Single sign-on and advanced security controls on Enterprise. SOC 2 and ISO 27001 programmes underway. Bring-your-own model account supported for Enterprise.

QGIS

QGIS itself runs where you install it, so your data stays with you. Most AI plugins send prompts, and sometimes data, to a third-party model service; check each plugin's data handling and your organisation's policy before use.

Common questions

Is the QGIS companion just another QGIS AI plugin?

No. The plugin repository already has many natural-language assistants that automate QGIS operations. The companion is the delivery channel for MapAI Source data and your organisation's validated methods, inside QGIS, with QGIS remaining the tool for analysis and cartography. It is planned for 2027 and included at no extra cost.

Can I use MapAI with QGIS today?

Yes, through files. MapAI imports and exports the formats QGIS uses (.shp, .gpkg, GeoJSON, KML, CSV). GIS experts also use MapAI Explore now to validate the methods their colleagues reuse.

Does MapAI replace QGIS?

No. MapAI sits alongside QGIS. It does not do the expert's analysis, modelling or cartography, and it hands results back in open formats.

When is MapAI Source available?

MapAI Source and the QGIS companion are planned for 2027. Register your interest and we will contact you before they open.

Is MapAI available now?

MapAI Explore is available in Australia and free to start. Sign up to get started, or request a structured trial built around a real workflow for your team.

Keep QGIS. Share the evidence.

Sign up and start free, or talk to us about a structured trial for your team.

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Comparison checked 15 October 2026 from the QGIS plugin repository (plugins.qgis.org) and plugin vendors' public pages. QGIS is a project of the Open Source Geospatial Foundation (OSGeo). MapAI is not affiliated with or endorsed by the QGIS project or any plugin vendor. Send corrections to info@mapai.net.

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