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Signal over noise — data-driven executive selection.
Industry Trends

Beyond the Gut Feeling: Making Data-Driven Hiring Decisions

How verified signal — not pedigree or rapport — is quietly replacing intuition in selecting high-impact leadership.

Darryl Mehilal Darryl Mehilal · · 8 min read

For decades, “culture fit” was a polite euphemism for “someone I’d enjoy a drink with.” Today that instinct is a liability. The firms building durable leadership benches have replaced rapport with structured signal — evidence that a person will perform, not merely that they interview well.

The role of AI in selection

AI does not replace human judgment; it widens the aperture. By weighing thousands of signals — capability overlap, trajectory, the shape of past wins — it surfaces candidates a keyword screen would have discarded, then hands a sharper field back to the people who make the call. The same discipline pays off when speed is the new currency and the shortlist has to be right the first time.