Interview rigor is measured by consistency of questions, independent scoring, and defined criteria—not by the number of rounds or hours spent. Hiring panels should be able to produce evidence of what was tested and how, not just impressions or confidence in the candidate. Relevant CV experience alone does not demonstrate fit; a structured process must surface