How the evidence is built

ProfilEd Methodology

A plain-language overview of the mechanisms, claim limits, and evidence types behind ProfilEd simulations and learner records.

Built for: Faculty, buyers, researchers, assessment owners

Evidence links

Claim boundaries

  • The methodology explains how evidence is produced and reviewed; it should not be read as a promise of universal outcome validity.
  • ProfilEd separates learner evidence from automated claims so teams can inspect the reasoning record behind each signal.