When Proud KPIs Turn Into Layoff Notices: An AI Product Manager’s Path to Redemption
The article reflects on how AI‑driven efficiency in customer‑service centers can initially boost performance and morale, but as growth stalls the same metrics become a justification for staff cuts, prompting product managers to rethink their role from replacer to enabler while preserving human dignity.
