Private beta intake

Request Early Access to AIMU.

AIMU is a local-first GIS + AI workbench for researchers, engineers, and labs. We are opening controlled early access to selected users before the public release.

Best-fit workflows

Spatial datasets, rasters, shapefiles, tabular predictors, environmental modeling, remote-sensing style analysis, and reproducible ML/DL experiments.

Controlled access

Access is reviewed so early testers match the current product scope and can give useful feedback before the public launch.

Local-first testing

Run experiments on your own Windows workstation. Your datasets stay on your machine, with no cloud GPU queue or usage meter.

Best fit for AIMU Early Access

  • Researchers working with rasters, shapefiles, and tabular predictors.
  • Labs testing local GIS + AI workflows before broader adoption.
  • Technical teams that need reproducible experiments on Windows workstations.
  • Users who want control over preprocessing, model settings, metrics, and saved project state.

Not the best fit yet

  • Teams looking for a cloud SaaS platform or browser-only workflow.
  • Users expecting fully automated black-box AI with no model configuration.
  • Organizations needing immediate production enterprise deployment at scale.
  • Mac/Linux-first teams that cannot evaluate AIMU on Windows workstations.
Useful details: data type, project domain, team size, Windows/GPU setup, and whether you need academic or institutional access.

We use your workflow details only to evaluate whether the current AIMU build fits your use case.

What happens next: the AIMU team reviews your request and replies from aimu@hds-jp.com. If your workflow fits the current build, we may propose early access, a short demo, or a pilot evaluation.