Data Use & Model Improvement
This page explains how Autokima may use anonymized information to improve the tool.
What we may store
- Inputs you enter (loan fields and optional vehicle/region).
- Outputs we generate (diagnosis, scenarios, readiness label).
- Assumptions used for calculations.
Why we store it
- Improve accuracy and reduce harmful recommendations.
- Understand which assumptions matter most for outcomes.
- Measure how often refinancing likely helps versus harms.
What we avoid
We do not ask for SSNs, bank credentials, or run hard credit pulls. Do not enter sensitive personal information into free-text fields.