AI Benefits Will Flow Only to Those With Advanced Meta Skills: Vembu

Sridhar Vembu, founder and CEO of Chennai-based software firm Zoho, has cautioned that the widespread adoption of artificial intelligence will create a significant divide between workers based on their skill levels. According to Vembu, those equipped with meta-level skills—higher-order cognitive abilities that enable learning, adaptation, and strategic thinking—will be best positioned to harness AI's benefits, while others risk being left behind.

The technology entrepreneur's remarks underscore growing concerns about skill gaps in the AI era. Meta-level skills, often defined as the ability to think about thinking and to learn how to learn, enable individuals to work effectively alongside AI systems, leverage them strategically, and adapt as technology evolves. Vembu's observations align with broader industry assessments suggesting that routine, task-based work faces automation pressure, while roles requiring critical thinking and continuous learning remain resilient.

Vembu's warning carries particular weight given Zoho's extensive operations across South Asia and the company's deep engagement with enterprise clients navigating digital transformation. His comments suggest that organizations and educational institutions must prioritize developing these higher-order cognitive capabilities in their workforces to remain competitive in an AI-driven economy.

The distinction between basic AI literacy and meta-level competency has emerged as a central concern for policymakers and industry leaders across the region, as businesses increasingly seek workers who can not only use AI tools but understand when, how, and why to apply them strategically.