A senior technical lead in the data and AI space left her product-based company after a disappointing 3% appraisal, despite years of loyalty and turning down other offers. She observed a pay disparity, with managers and junior colleagues receiving significantly higher hikes, suggesting compensation was tied to leadership alignment rather than measurable impact.