From scale to structure: The ET Gen AI Hackathon and India’s next phase of AI

Across India’s engineering colleges, startup studios, and enterprise teams, a common pattern has emerged: capable builders with real problems and working prototypes that have not yet been tested against the conditions they are meant to serve. The gap between a system that performs in demonstration and one that holds in deployment is not a technical problem alone. It is the defining tension of India’s AI moment.

Artificial intelligence in India has entered a phase where scale is no longer impressive on its own; only structure is. Participation is abundant.