Most organisations that run engagement surveys, culture assessments, or employee feedback processes collect two types of data. The first is structured and quantitative: Likert scales, ratings, rankings, percentages. The second type is qualitative: open-ended text responses, written comments, interview transcripts, free-text fields. This data, more often than not, gets skimmed, selectively quoted, or quietly ignored.