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From R&D to ROI: The quantum computing revolution starts here

From R&D to ROI: The quantum computing revolution starts here
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Quantum computing has the potential to tackle extraordinarily complex problems that are beyond the reach of even the fastest and most advanced classical computers.

The core difference lies in the mechanics: Classical systems process data in binary bits either 0 or 1, whereas quantum computers rely on quantum bits or qubits, capable of existing in multiple states at once, thanks to a principle known as superposition. Additionally, quantum computers harness entanglement, where the state of one qubit is intrinsically linked to another, significantly enhancing computational power.

Together, these properties make quantum computing exceptionally powerful for data analysis and optimisation. In simple terms, quantum computers can explore multiple solutions simultaneously, rather than one at a time.

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As quantum computing matures, it’s expected to bring transformative shifts across industries. Its defining “ChatGPT moment” may not be far off. So forward-thinking enterprises and business leaders must start preparing now to stay ahead of the curve to ensure they're ready for when promise turns into reality.

Some of the key areas where quantum computing is already showing impact, along with strategic recommendations for business leaders is further discussed below.

Cross-Industry Quantum Potential

Here are some promising quantum computing use cases making waves:

Fraud Detection

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Combating financial fraud is increasingly challenging as schemes become more sophisticated. Traditional, rule-based fraud detection methods are often rigid and outdated, struggling to adapt to new tactics. Even advanced machine learning faces issues with data imbalance, leading to blind spots.

Quantum machine learning can enhance detection capabilities by processing a broader set of potential patterns through quantum entanglement. Financial firms can also use quantum tools to optimise investment portfolios, simulate risk via Quantum Monte Carlo methods, and refine overall decision-making. Ultimately, quantum computing helps with faster fraud response, deter future bad actors, optimise trading strategies, and improve risk assessment, leading to more efficient and resilient financial systems.

Accelerating Drug Discovery

Pharmaceutical R&D, often consuming up to 15% of sales, hinges on the ability to identify effective molecular structures that could cure diseases and/or alleviate symptoms. While classical computers support R&D efforts, quantum computing can operate on a much finer atomic level, running predictive models more quickly and with higher accuracy.

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Running quantum-powered hypothetical scenarios enable pharmaceutical researchers the behavior of these molecules faster than was ever possible through classical computing.

Smarter Public Transport Systems

Urban mobility planning is a complex coordination challenge, from route management to real-time traffic response. Quantum computing can process and analyse massive volumes of data including traffic conditions, signal timings, weather forecasts, and usage trends, to create optimised schedules and flow.

In the future, traffic engineers and city planners will be able to use quantum technology to make streets as efficient as possible – by cutting down congestion, lower emissions, and improve commuter experience with data-informed insights.

Manufacturing Optimisation 

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In manufacturing, success often requires effectively managing several different processes at once, and everything must come together perfectly - from production lines to inventory to shipping. 

Quantum computing helps streamline such operations by optimising robotic-assisted equipment movement, predictive maintenance, supply chain planning, and plant layout design.

With the push toward smart factories and Industry 4.0, investing in quantum capabilities can give manufacturers across the globle, a competitive advantage in speed, efficiency, and scalability.

Quantum Computing: What Business Leaders Must Know

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While the possibilities, benefits are clear and exciting, quantum technology comes with its own challenges. What can business leaders expect as they dive in?

Quantum De-coherence and Environmental Noise: Quantum computers are highly sensitive to their surroundings, with noise, vibrations, and other environmental factors causing qubits to lose their quantum state (de-coherence), leading to errors in computations. Researchers are actively working on error mitigation and correction techniques to enhance the resilience and stability of quantum computing systems.

Scalability Issues: Building a quantum computer requires extreme precision, and scientists are still determining the best ways to scale them to handle more complex problems efficiently. As quantum computers grow, maintaining qubit coherence and connectivity becomes increasingly challenging.

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Varied Quantum Architectures: There is no single dominant quantum computing technology yet, with multiple competing approaches such as superconducting qubits, trapped ions, photonics, and topological qubits. It remains uncertain which technology will ultimately prevail, making it difficult for businesses to plan long-term investments. These challenges should not deter business leaders from moving forward but can help paint a full picture of what working with quantum computing is like. Ultimately, quantum is a relatively new technology — one we're still figuring out how to use at scale. But the benefits across industries are too powerful to deny: mind-blowing efficiency and unparalleled data.

Despite these hurdles, businesses should proactively work towards incorporating the best of quantum computing capabilities to leapfrog their respective growth journey. Engaging early helps them understand the technology and stay ahead of the adoption curve.

The Road Ahead: Building Quantum Readiness

To derive value from quantum computing in the near future, businesses must focus on quantum readiness and preparedness.

Quantum Literacy: Begin by raising internal awareness. Leadership and teams must grasp the fundamentals of quantum computing and its relevance to their domain.

Use Case Identification: Evaluate where quantum can make the most strategic impact. Aligning potential applications with business goals will ensure focused investments.

Preparedness Through Partnerships: Quantum preparedness involves team building, strategic partnerships, and piloting use cases. By collaborating with technology providers, investing in talent, and experimenting with quantum solutions, businesses can gradually build strong quantum capabilities.

By taking a deliberate and phased approach, organisations can responsibly embrace quantum innovation and be ready to act when the technology reaches broader commercial maturity.

Indranil Mitra

Indranil Mitra


Indranil Mitra is Vice President, Global Technology Office at LTIMindtree.


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