Unify
Bring the API, demo upload, and results into a single surface so GeoSpy feels like one product — not a set of disconnected pages.
Actionability
Every result should end with a clear next step, not just a location guess.
Explainability
Make outputs feel credible by showing confidence, supporting signals, and a clear “why” without overwhelming the user.
Repeatable Loop
Turn a one-off demo into a system users return to —upload, interpret, save, and organize.
Standardize Patterns
Turn a one-off demo into a system users return to —upload, interpret, save, and organize.