Why Rajat Khare Believes India AI Future Depends on Brain Drain?
Author : Garry Rhodes | Published On : 22 Jan 2026
Rajat Khare’s Vision for India’s AI Future
Rajat Khare, the founder of Boundary Holding, advocates for the development of home-grown AI technicians as India embarks on the journey to create its own large language model (LLM). In his opinion, India is on the verge of a global acceptance as an AI-super power, but this can happen only if the country is able to limit the flow of its best brains overseas.
India’s Place in the Global AI Shift
The entire globe is stepping into a new technical phase which is going to be driven by AI. India, with its enormous number of engineers, data scientists, and IT specialists, has everything that is needed to be the forerunner in this shift. However, a large portion of such talent—almost 15% of the global AI workforce—is working in other countries.
Khare asserts that this scenario hinders India’s capabilities:
“This wealth of talent is not being utilized for the benefit of Indian tech as it should be,” remarks Rajat Khare, a venture capitalist and the founder of Boundary Holding, a deep-tech investment firm based in Luxembourg.
Why India’s AI Talent Keeps Leaving
Every year, around one hundred thousand highly skilled Indian professionals emigrate to other countries in search of better research facilities, higher salaries, and global exposure. Although this trend in the past has usually been a contributor to innovation overseas, it has also adversely affected the ability of India to establish the sustainable innovation ecosystems it needs.
India should be able to close the gap that has opened through the policy and infrastructure by:
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Building up the cooperation between academics and industry
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Adding up the budget for AI, deep-tech research, and the like
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Establishing a stimulating atmosphere for the innovators and researchers
“India’s tech talent pool is one of its major assets, but it is a matter of time when most of it leaves for better returns,” Khare highlights.
The Rise of Indian AI
India’s digital infrastructure is changing quickly. The government’s plan to produce a large language model has given a remarkable push toward AI independence; this will happen with the support of more than 18,600 GPUs.
India has a different focus compared to AI models in the West that of multilingual intelligence. With 22 official languages and hundreds of dialects, India is the only country that can develop AI systems with cultural sensitivity that can cater to different linguistic groups.
This not only fortifies India's local technology scene but also gives it a competitive edge in creating global and inclusive AI solutions.
Steps India Must Take to Retain Talent
If India wants to stop the drainage of talent in the field of AI and become a global innovation center, it must take five key actions:
Enhance AI Research Funding
Set up more centres of excellences—particularly in Tier-2 cities—so that innovation is spread out more evenly.
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Create Stay Incentives
Offer AI fellowships, PhD scholarships, and payment schemes for researchers that are competitive.
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Startups with Deep-Tech
Drive AI-based entrepreneurship by making venture capital and mentoring networks more available.
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Work Together Worldwide
Let Indian-origin scientists working abroad participate from a distance in local projects.
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Exhibit India's Aspiration
India hosting the 2026 Global AI Summit, for example, could be an event that signals global AI agenda setting through leadership.
The Strength of Multilingual AI
The biggest asset of India in the field of AI might not be the supercomputers but the diversity of its culture and languages. A machine learning model that is trained to comprehend and engage not only grammatically but also contextually can bring a drastic change in the way AI interacts with different human groups.
Such AI can:
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Bring rural population and microbusinesses into the digital world
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Enhance the delivery of public services
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Reach non-English speaking audiences
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The aforementioned features make India's AI not only commercially viable but also socially impactful.
Country of Origin to Epicenter of Innovation
India's position in the world technology market is changing—from being just a man-power supplier to a major contributor of global innovations. The migration of talented people that was first thought to be an unalterable reality is now viewed as a problem that can be solved through a combination of policies, financial support, and visionary leadership.
“The government has been actively promoting AI,” says Rajat Khare, “but the real test will be how well we retain and nurture talent. That will decide whether we lead or follow.”
If India were to invest deep in its thinkers, empower innovators and value risk-takers, it wouldn't just be a participant in the world's AI revolution; it would be a pioneer.
Frequently Asked Questions (FAQs)
1. What is the significance of Boundary Holding in the context of AI investments?
Boundary Holding, established by Rajat Khare, is a venture capital firm that supports deep-tech and artificial intelligence startups to the tune of millions of dollars thereby making the biggest impact in the areas of health care, mobility, and security.
2. What does India aspire to achieve in the field of artificial intelligence in the long run?
The "Indian government" envisions an AI ecosystem that is not only self-reliant but also collaborative with global innovation leading the way while it gradually transitions from a mere tech outsourcing hub to a producer of world-class AI.
3. What is the impact of brain drain on India's AI industry?
One of the negative effects of brain drain is that it takes away the country's best AI researchers and engineers thereby making India's innovation ecosystem less vibrant and tech progress slower.
4. How can the Indian government prevent the brain drain of AI talent?
India might consider upping the research funding, improving the collaboration between academia and industry, developing fellowships aimed at AI, and paying very competitive salaries to keep the brightest minds in the country.
5. What distinguishes the AI initiative of India?
The AI projects in India adopt an approach centered on the country's multilingual capabilities which not only present its cultural and linguistic diversity but also empower millions in their local languages.
6. What is the role of multilingual AI in India?
Multilingual AI can significantly enhance the inclusiveness of technology, thus making it easier for the rural population, local businesses, and government entities to communicate with each other in their native language and even carry out their operations.
