Studies & Research

All published and draft research pages in one place.

Methodology

How We Score Safety — Full scoring pipeline description
About Fleetidy — Company overview / white paper

Methodology

Scoring White Paper — Complete mathematical specification of the engine

Validation Studies

Empirical Validation Study — Why we built our model this way
Violation Type Study — Violation categories and crash risk
The Inspection Paradox — What an inspection-based score measures, tested at the border
Pool-Specific Cross-Validation — AUC by carrier pool
Pool + Hazmat Cross-Validation — Hazmat segment validation
Underwriting Data Clarity & Randomness — Data clarity and crash predictability

Machine Learning

This page is itself an orphan — not linked from navigation.