Why Engagement Surveys Remain Strategic in an AI-Driven World

Artificial intelligence is transforming how organizations collect, interpret, and act on workforce data. Predictive attrition models, sentiment dashboards, and text analytics promise clarity at scale. Yet across my experiences in India, Asia-Pacific, and global markets, one insight has remained unwavering: human-centered listening is irreplaceable. Algorithms can signal trends, but they cannot capture context, intention, or […]

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