A research team needed to understand how a role is actually defined across an industry. The evidence sat in 72 publicly advertised job descriptions, too many to hold in your head at once and too varied for keyword counting to say anything useful.
So I built them a tool. Every document stays readable in its original wording, while the whole set can be searched, grouped into themes, and checked for gaps between what the ads say and what the research assumed. The same build works for any body of text a team needs to understand at scale.