Docs · How it works

An explainable method, not a personality guess.

Every result is derived from the submitted interval series through a versioned, deterministic pipeline.

The analysis pipeline

Interval energyCanonical bundleProfile featuresSignature

What is measured

The method separates weekday and weekend average-day curves, timing concentrations, daily stability, load factor, material Export, Meter Roles and actual source-resolution Demand.

How labels work

Thirteen transparent rules return matched, not-matched or indeterminate. Indeterminate means evidence is missing or insufficient; it is not displayed as a negative fact.

What confidence means

Confidence combines evidence sufficiency with distance beyond a rule threshold. It is not a probability that a customer belongs to a demographic or lifestyle category.