Why this matters

It compares banks within the same quarter.

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

Current-amended construction-PIT evidence; validated-backtest eligible: NO; real-money eligible: NO.