November 13, 2025
Process optimization sits at the core of modern industry. From manufacturing and logistics to energy management, efficiency determines performance and profitability. As systems become more complex and data-driven, traditional computing is beginning to show its limits.
This fourth white paper from SC Quantum and qBraid takes a clear look at how quantum computing can support process optimization. It examines where quantum algorithms are being tested, what kinds of problems they address, and how hybrid systems are being used to connect research to real operations.
The report highlights several areas where quantum optimization shows early progress. These include production scheduling, transportation logistics, and energy-efficient resource management. Pilot projects by organizations such as Volkswagen and ExxonMobil have tested quantum computing to improve traffic flow and shipping routes, producing measurable gains in speed and efficiency.
Other studies explore how quantum algorithms can improve portfolio balancing, supply chain planning, and predictive maintenance. Each example shows how hybrid computing systems, which combine quantum and classical methods, can deliver more precise results for complex challenges.
Quantum computing is not a cure-all. In some cases, classical solvers still outperform it. But the findings in this report reflect steady progress, especially when quantum tools are applied to the right kinds of optimization problems. Early adopters are learning where these systems make the greatest impact.
South Carolina is well positioned to explore these technologies as part of its broader innovation ecosystem. With strengths in manufacturing, logistics, and energy, the state has both the need and the capacity to test how quantum computing can improve real-world efficiency and competitiveness.
Get the White Paper
This is the fourth white paper in a series from SC Quantum and qBraid examining how quantum technologies are being tested in real-world settings. It is written for business leaders, researchers, and technical professionals interested in the future of computing and applied innovation.
📄 Click here to download the white paper.
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Dave Alsobrooks
Director of Communications, SC Quantum
dalsobrooks@scquantum.org