Why this matters

A review tier tells analysts where to look next. It is not a forecast that the institution will fail or face distress.

Picture it this way

Think of a smoke detector, not a verdict. LiquiLens points to public records that deserve a closer look. A review tier does not prove that an institution will fail or that a loan is bad.

The catch

Public-data construction-PIT screen; validated-backtest eligible: NO; real-money eligible: NO.