Why teams pick AIMU

One workflow, start to finish

Prepare spatial data, engineer features, train ML and DL models, and review results in one desktop app — no gluing tools together.

GIS and AI, natively integrated

Multi-raster sampling, shapefile support, coordinate systems, and interactive mapping sit alongside Random Forest, SVM, CNN, LSTM, GRU, and Time-Series Transformers.

Local-first by design

Your data never leaves your machine. Train offline, work on sensitive datasets, and skip cloud credits and training-time bills.

Experiments you can trust

Preprocessing, model configuration, and evaluation are saved with each project, so you can reproduce runs, compare models, and hand work off.

Who it’s for

Applied researchers

Running spatial modeling for environment, earth observation, hydrology, agriculture, or geoscience — and wanting one tool instead of five.

Engineers & analysts

Building ML and DL models on geospatial or tabular data without handing datasets to a third-party cloud.

Labs & technical teams

Standardizing a local, reproducible AI pipeline across students and staff — without cloud lock-in or recurring per-seat cloud costs.

What you can do in AIMU

Load & explore data

Import rasters, shapefiles, and tabular datasets; browse coordinate systems and spatial layers.

Preprocess & engineer

Handle missing data, normalize, transform, and engineer features ready for spatial ML.

Train ML & DL models

Random Forest, SVM, and other classic ML, plus CNN, LSTM, GRU, and Time-Series Transformers.

Experiment & compare

Run and compare experiments side by side — with tuning, clear metrics, and reproducible project state so you can justify every model choice.

Evaluate & reuse

Inspect results, export outputs, and reload saved models to run predictions on new data.

How we build AIMU

Local-first

Your data stays on your hardware. No upload, no remote training queue, no vendor lock-in.

Desktop-native

Runs on your Windows machine, online or offline. Built to sit next to your data.

Reproducible

Projects capture preprocessing, model configuration, and evaluation together.

Honest pricing

Student, Standard, and Team/Lab plans. License-based, no usage meters.

Frequently Asked Questions

No. AIMU runs entirely on your local hardware. You pay only for the license; there are no hidden costs for training time or data storage.

Yes. You can deactivate AIMU on one machine and reactivate it on another (e.g., upgrading your lab laptop).

No functional restrictions. The Student license includes the full workbench feature set but is legally restricted to non-commercial, academic use.

Yes, for Team/Lab licenses. Please contact our sales team to arrange invoice billing and university procurement.

Run your GIS + AI pipeline on your own machine.

Download AIMU for Windows, or compare license options if you’re buying for a team or lab.

Download AIMU See plans