Transparency
Every threshold published. Every claim labelled.
RoadRx separates what is measured, inferred, simulated and future-facing so the Kigali Demonstration can be assessed on evidence rather than presentation alone.
Measured
Phone sensor records where captured by a real device.
Inferred
Fusion confidence, Road Health Index, trends and route consequences.
Simulated
Demonstration road conditions, generated history and repair outcomes.
Future
Automated visual classification and an on-device CNN deployment.
Photo uploads are supporting evidence with provenance; automated computer-vision classification is not implemented. The Kigali Demonstration uses simulated road-condition data, and public-dataset baseline results are not presented as real-world RoadRx accuracy.