The push for inclusive AI adoption could significantly benefit India's rural and small-scale sectors, potentially boosting productivity and economic growth. However, challenges such as digital literacy, infrastructure gaps, and cybersecurity risks could hinder progress. Ensuring equitable access to AI technologies will be critical to avoid widening the digital divide.