AI opportunities

FX-adjusted tolerance

Computing the difference the exchange rate should produce, then applying tolerance only to what remains — so genuine breaks are not masked by FX and FX is not mistaken for a break.

Technique

Deterministic FX computation from the applicable rate, followed by z-score tolerance on the residual

Open source tool

pandas with an FX rate table

Agent pattern opportunities1