Four independent evaluations become one comparative decision, with every number traceable to the evidence beneath it.
Assessment platforms produce assessment results. Interview tools produce interview results. Somewhere at the end, a human is left holding four unrelated documents and asked to reconcile them into a single yes or no.
That reconciliation is the hiring decision, and it is the part nobody has structured.
Illustrative ranking · fabricated data. Candidate 04 scores well on every evaluation but carries a red joining flag, visible before the offer rather than after.
Structured hiring report and comparative decision support.
Final decisions always remain with the organisation. Sainterview structures and informs.
Each evaluation keeps its own identity inside the consolidated score, so any number can be opened back down to the signal that produced it.