Too many checks. Not enough signal.
To get the full picture at application, underwriters ask for more. More documents. More data. More follow-ups. Most applications don't need it. But without a reliable signal for risk of fraud upfront, there's no way to know which ones do. Moving faster on predictive and self-reported data alone brings its own cost. Risk of fraud enters the book.