Union Budget 2026 makes AI a national skill, not a niche tool
Guest Column: Shrenik Gandhi, Co-Founder and CEO, White Rivers Media, writes why India’s next growth chapter will be written by those who learn to work with intelligence, not just talk about it
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Published: Feb 1, 2026 4:27 PM | 2 min read
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Union Budget 2026 treats artificial intelligence with intent, not hype. It makes one thing clear. AI is no longer a future disruption. It is now central to how India plans to grow, compete, and govern.
Rising investments in AI, the digital economy, and data centres reinforce this shift. Intelligence is being built into economic infrastructure, not left at the edges. India’s AI strategy is being shaped around its own economic realities, focused on scale, affordability, and real world impact rather than copying unsustainable global models.
Compute emerges as a strategic priority. Data centres and access to compute are recognised as potential bottlenecks, with capacity projected to grow from about 1.4 GW in 2025 to nearly 8 GW by 2030. This expansion is critical if AI systems are to be trained and deployed domestically at scale.
Talent sits at the centre of this vision. The plan to train 10 lakh youth in AI positions India as a large scale global supplier of AI ready talent. This is strengthened by another advantage. India is already one of the world’s largest and fastest growing open source developer communities, giving it the ability to build, adapt, and localise AI for diverse needs.
That pipeline begins early. Through Atal Tinkering Labs, a technology and innovation mindset is being embedded at the school level, building long term readiness and confidence in creating with technology.
For businesses, the message is direct. AI is no longer an optional experiment. It is becoming a basic operating skill. Speed, efficiency, and better decision making will define competitiveness in the years ahead.
The Budget also acknowledges risk. Explicit warnings on deepfakes, misinformation, and fake content signal that regulation is coming. Innovation is encouraged, but responsibility is non negotiable.
A key structural signal is the proposed AI Economic Council, distinct from a governance focused body. Its role is to align AI deployment with education and skilling systems, while remaining sensitive to India’s socio economic realities, resource constraints, and development priorities. This reflects an understanding that scale needs coordination, and progress needs moral as well as technical clarity.
Finally, India’s plan to host a Global AI Impact Summit positions the country as a serious voice in global AI governance and ethics, shaping how AI is discussed, regulated, and trusted worldwide.
The Union Budget 2026 does not promise instant transformation. It offers clarity, direction, and intent. AI is no longer a conversation about the future. It is a capability India is choosing to build now.
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