How employment changes when firms adopt generative AI

According to new research from Ramp, companies that adopt generative AI see measurable changes in how they employ and organize people. The analysis examines employment patterns when firms integrate AI into their workflows—looking at hiring, roles, and team dynamics. Ramp's data offers a ground-level view of a question that's dominated technology discussions for the past two years: how does AI actually reshape the workplace?

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