Private AI for organizational psychologists.

Turn imagery changes into reviewable map tasks

Detect changes, classify features and compare observations with the previous mapped state.

Inputs: Licensed imagery, permitted survey data, coordinate systems and historical layers.

From observation to completed task

Create a mapping-review task with coordinates, date and source imagery.

Prepare an authorised research or workshop briefing

The supporting records include approved study notes, consent terms and workshop material.

The psychologist verifies interpretation and safeguards participant privacy.

The systems involved

GIS interfaces, georeferencing checks and models tested for the imagery and terrain.

SOS AI configures the local models and tool permissions for this workflow. Actions in business software follow the authority you approve; uncertain cases and actions outside those limits go to the responsible person.

What a useful result must get right

Surveyors or analysts verify accuracy; avoid sensitive-person tracking and unsupported boundary conclusions.