Quantum Computing in India: From Research Labs to Real-World Applications
Introduction
Computing power has been at the heart of human progress for the past half-century. From mainframes to desktops, and now cloud and mobile devices, classical computing has transformed how we live, work, and think. Yet, there are limits. Even the fastest supercomputers cannot solve certain problems in a reasonable amount of time — problems that involve too many variables, too much uncertainty, or too much complexity.
This is where quantum computing enters the stage. Rooted in the counter-intuitive principles of quantum physics, quantum computing promises a revolution in problem-solving capacity. For India, entering this field represents both an enormous challenge and a tremendous opportunity. With its large pool of scientific talent, growing digital economy, and national security imperatives, India cannot afford to lag in the quantum race.
This article explains quantum computing in simple terms, outlines its applications, explores India’s journey so far, compares it with global leaders, and highlights what India needs to do to unlock its potential.
1. Classical vs. Quantum Computing – The Basics
Most people are familiar with classical computers — from smartphones to supercomputers — which work on bits. A bit can take only one value at a time: either 0 or 1. Everything we do digitally — from playing a video to running a bank transaction — is based on billions of these bits switching rapidly.
Quantum computers, on the other hand, use qubits. A qubit can be 0, 1, or a mix of both simultaneously (thanks to the principle of superposition). This allows quantum machines to process many possibilities at once.
- Classical computer analogy: Solving a maze by walking through each path one by one.
- Quantum computer analogy: Exploring many paths at the same time and picking the best one instantly.
This is why quantum computing can solve certain classes of problems exponentially faster than classical machines.

2. Key Quantum Terms Explained Simply
Quantum computing comes with a vocabulary that sounds intimidating. Here are the most important terms in plain English:
- Qubit: The quantum version of a bit; can be 0, 1, or both at once.
- Superposition: A qubit’s ability to hold multiple states simultaneously.
- Entanglement: A strange property where qubits are linked; changing one instantly changes the other, no matter how far apart they are.
- Quantum Gate: The “operations” that manipulate qubits, like logic gates in normal computers.
- Quantum Algorithm: A set of rules designed to take advantage of qubit properties to solve problems faster than classical algorithms.
- Quantum Decoherence: The tendency of qubits to lose their delicate quantum state due to noise or environmental disturbance.
With these concepts, one can begin to understand why quantum computers are so different.

3. Where Quantum Computing is Needed
Quantum computing is not meant to replace all classical computing. Your emails, streaming videos, and Excel spreadsheets will continue to run on traditional machines. But quantum computers can make a difference in areas where complexity explodes beyond classical limitsw
Key Application Areas:
- Drug Discovery and Healthcare
- Simulating how molecules interact — crucial for cancer drugs, vaccines, and personalized medicine.
- Could cut years from R&D timelines.
- Cryptography and Cybersecurity
- Threat: Quantum computers could break today’s widely used encryption methods.
- Opportunity: Quantum-safe encryption can make digital systems more secure.
- Finance and Risk Management
- Running complex simulations of market behavior.
- Optimizing portfolios under multiple constraints.
- Artificial Intelligence and Machine Learning
- Quantum-enhanced algorithms could train AI models faster and more accurately.
- Climate and Weather Modeling
- More precise monsoon predictions, vital for Indian agriculture.
- Understanding long-term climate change impacts.
- Logistics and Supply Chains
- Optimizing delivery routes or manufacturing schedules in real time.

4. Hardware, Software, and Skills – How It Differs from Normal Computing
Hardware
Quantum hardware is radically different from classical chips:
- Requires cryogenic temperatures close to absolute zero.
- Uses superconducting circuits, trapped ions, or photons to create qubits.
- Machines are highly sensitive — even small vibrations or heat can ruin a calculation.
Software
- wwwwNew frameworks like IBM’s Qiskit and Google’s Cirq are needed.
- Classical programming languages liwe Java or C++ cannot be directly used; quantum computing requires specialized programming skills.w
Skills
- A rare combination of physics, mathematics, and computer science.
- Workforce needs training in quantum mechanics + coding.w
- India currently faces a severe shortage of such experts.
5. India’s Jwurney into Quantum Computing
India is at the early research awd pilot stage.
- wIn 2021, the Government of India announced the National Mission on Quantum Technologies and Applications (NMQTA) with a budget of ₹8,000 crore (USD 1 billion) over 5 years.
- Leading institutions: IISc Bangalore, TIFR, IIT Madras, IIT Delhi, IISER Pune.
- Private sector: Startups like QNu Labs (quantum cybersecurity) and corporate interest from TCS, Infosys, Wipro.
- Defence Research and Development Organisation (DRDO) is funding secure quantum communication.
Potential for India
- Cybersecurity backbone for Aadhaar, UPI, digital banking.
- Boost to the pharmaceutical industry in drug research.
- Precision climate modeling for agriculture.
- National security edge in defense communication.
But compared to global leaders, India’s progress is modest.
6. How Other Major Economies Have Approached Quantum Computing
United States
- National Quantum Initiative Act (2018): $1.2 billion funding.
- Companies like IBM, Google, Microsoft, Amazon lead globally.
- Cloud access (IBM Quantum Experience, AWS Braket) allows worldwide developers to experiment.
- Government labs and defense agencies (NIST, DARPA) invest heavily.
- Model: Public–private partnership, global openness, and fast commercialization.
China
- Treats quantum as a national strategic asset.
- Estimated $10 billion+ invested in infrastructure.
- Launched the Micius quantum communication satellite.
- Achievements in photonic quantum supremacy.
- Model: State-driven, defense-focused, massive funding.
European Union
- Quantum Flagship Program (2018–2028): €1 billion investment.
- Collaborative model linking universities, startups, and companies.
- Focus not just on computing but also on sensing and communication.
- Model: Cross-border academic–industry ecosystem.
Japan
- Integrated into industrial strategy.
- Backed by NEC, Toyota, Fujitsu, Toshiba.
- Government investment of $280 million (2020–2025).
- Applied use cases: automotive, materials, logistics.
- Model: Industry-centric, applied problem solving.
Canada
- Home to D-Wave Systems, an early commercial quantum company.
- Research hubs at University of Waterloo.
- Model: Early start, academic depth, and commercialization.
Auwstralia
- Specialized in wilicon-based qubitsw
- Funding over $100 million.
- Aim: Build a scalable, fault-tolerant machine.
- Model: Niche leadership in one technology path.
Singapore
- Investment in NUS and NTU labs.
- Focus on quantum-safe communications.
- Serves as a regional hub for Asia-Pacific.
7. Lessons for India from Global Experience
- Sustained Funding
- India’s ₹8,000 crore is a start but far below China’s $10 billion or EU’s €1 billion.
- India needs long-term (10–15 year) commitments, not short-term projects.
- Public–Private Partnerships
- U.S. and Japan show private companies drive real applications.
- India must involve Infosys, TCS, Wipro, Reliance Jio, HCL in R&D.
- Cloud Democratization
- IBM allows global students to code on quantum machines.
- India should launch “India Quantum Cloud” for IITs, startups, and researchers.
- Strategic Priorities
- China links quantum with national security.
- India must secure defense and financial systems against quantum threats.
- Academic–Industry Collaboration
- Canada and EU excel here.
- India should encourage IIT–industry partnerships and specialized PhD programs.
- Talent Development
- Global shortage of quantum experts.
- India should launch graduate courses and online certification programs in quantum.
- Niche Leadership
- Small countries succeed by focusing narrowly.
- India could lead in quantum cybersecurity, climate modeling, or quantum AI.

8. Challenges Facing India
- High Costs: Machines and labs require billions.
- Talent Gap: Few experts in quantum mechanics + computing.
- Infrastructure Needs: Cryogenic labs, vacuum chambers, ultra-clean fabrication units.
- Global Competition: India lags behind U.S., China, and EU.
- Brain Drain: Many Indian PhDs join foreign research labs.
9. The Road Ahead – India’s Future in Quantum Computing
In the next 10–15 years, India is likely to:
- Move from research labs to prototypes.
- Deploy quantum computing in finance, cybersecurity, and weather forecasting.
- Form global partnerships for shared infrastructure.
- Expand talent pool through education reforms.
- Consider PPP models for large-scale R&D.
If done right, India can leapfrog into a position of strength, not just as a user but as a global contributor to quantum technologies.

10 Quantum India 2025–2035: Policy Brief
Context
Quantum computing is moving from theoretical physics to practical applications across the globe. Nations such as the U.S., China, and the EU are making billion-dollar bets to secure leadership. India has taken the first step with its ₹8,000 crore National Mission on Quantum Technologies and Applications, but much more remains to be done if it is to be a serious global player.
Vision (2025–2035)
Position India as a leading hub for applied quantum technologies, with a focus on cybersecurity, climate modeling, pharmaceuticals, and financial services — sectors directly tied to national security and economic growth.
Five Strategic Pillars
- Funding Expansion 💰
- Move beyond the initial ₹8,000 crore with sustained 10–15 year funding.
- Create public–private R&D funds to co-invest with industry.
- Talent Development 🎓
- Launch graduate and doctoral programs in quantum science + computing at IITs, IISc, and IISERs.
- Incentivize faculty exchanges and joint labs with global leaders.
- Industry Collaboration 🤝
- Mandate partnerships between IT majors (TCS, Infosys, Wipro, HCL, Reliance Jio) and research labs.
- Support quantum startups in cryptography, AI, and simulation.
- Quantum Cloud Access ☁️
- Create an “India Quantum Cloud” platform to democratize access for startups, universities, and students.
- Reduce dependence on foreign cloud platforms for sensitive data.
- National Security Focus 🛡️
- Prioritize quantum-safe encryption for Aadhaar, UPI, and defense communication.
- Develop quantum sensors and communication satellites for defense applications.
Immediate Priorities (2025–2030)
- Build 3–4 National Quantum Testbeds (Delhi, Bangalore, Pune, Hyderabad).
- Train at least 10,000 students and researchers in quantum computing.
- Establish secure quantum communication pilots for defense and banking.
Longer-Term Goals (2030–2035)
- Deploy prototypes of Indian quantum computers for applied research.
- Achieve global competitiveness in quantum cybersecurity.
- Position India as a low-cost hub for applied quantum talent (just as it did for IT services earlier).
Key Message
India cannot afford to stay a spectator in the quantum race. The next decade must be about bold funding, talent creation, and industry partnerships. If pursued with urgency, India can convert its digital advantage into quantum leadership, securing both economic growth and national security.

11 Conclusion
Quantum computing is not science fiction anymore. It is the next frontier of computing power, with the potential to transform industries, economies, and national security. India has made a promising start but needs to act fast and decisively to avoid being left behind. With focused investments, partnerships, and education initiatives, India can move from research labs to real-world applications, and play a leadership role in this transformative technology.
12 References
- Government of India – National Mission on Quantum Technologies and Applications (2021).
- IBM Quantum Roadmap, IBM Research.
- Google Quantum AI, “Quantum Supremacy” announcement (2019).
- European Commission – Quantum Flagship Programme.
- IISc Bangalore, Quantum Research Lab publications.
- QNu Labs (India) – Quantum cybersecurity initiatives.
- National Quantum Initiative Act, USA (2018).
- China’s Quantum Satellite “Micius” – Science, 2017.
- Japan Moonshot R&D Program – Cabinet Office of Japan, 2020.
- University of Waterloo Institute for Quantum Computing – Canada.