Behavioral patterns that predict voluntary turnover months before a resignation letter. Signals include declining cross-team communication, reduced calendar participation, delayed response latency, and disengagement from non-essential channels. Zoe surfaces retention risk 3–6 months before traditional HR signals appear.
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