How a signal is built. Validated end to end.
Four stages, from the data that goes in to how the output is validated. Including the part most services leave out: what happens when the model doesn't know.
How the Pearlixa Engine Works
Four stages, from the data that goes in to how we validate what comes out.
From Data to Signal
The four stages above, running as one continuous system. Every source to one calibrated score, per horizon.
What comes out
Every signal carries its own parameters, so you always know how sure the model is and what levels it was reading. Or that it has no read at all.
Calibrated probability
How sure the model is, on a 0–1 scale
Three horizons
Intraday to weeks, days to weeks, weeks to months
Risk parameters
Entry band, take-profit and stop-loss levels
Or nothing at all
No read means no analysis at all
Sometimes it returns nothing.
A model that answers everything is not being confident. When a horizon has no read on an asset, it returns no analysis at all, instead of a weak number dressed up as a strong one.
That is the part worth checking before you trust anything else on this page. A service that produces a call on everything, always, is telling you about its incentives.