Recruiting Headlines

When a Great AI KPI Tells an Incomplete Story

Iceberg illustration: an 80% time-saved KPI above the waterline, with consistency, lower risk, brand alignment and recruiter strength hidden below. AI value realization by Kate Warman.

There is a lot of pressure right now to demonstrate value from AI. Understandably, we tend to gravitate toward things we can count: time saved, cost savings, adoption rates, productivity gains.

Those things matter, but they don’t always tell the whole story.

I saw this firsthand in an AI project I led a couple of years ago. We built a job-posting generator to solve a problem we’d wrestled with for

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