Which model should an enterprise focus on?

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Adiabatic computers are analog, easier to manufacture, and better able to keep qubits stable. The adiabatic theorem guarantees that if the system evolves slowly enough, it will remain in the ground state. Thus, in theory, adiabatic computers can operate on thousands of qubits, but their practical use is limited to a few scenarios, such as solving optimization problems.

While most platform companies working on quantum computers choose one or the other, businesses can explore both. Adiabatic computing is limited in its application by its very nature, but there are ready-made industrial systems of this class on the market that use real quantum bits (e.g., DWave), as well as computers from Atos and Fujitsu that use digital qubits called Digital Annealer Units (DAUs). Circuit computers are much more general-purpose. However, while they are preferable to adiabatic computers for businesses, their current state of development does not allow them to solve the problems that businesses need. The choice of class of computer should be based on the problem the business needs to solve.

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The best way is to study the areas where classical computers fail, the best starting point for most businesses is optimization problems. These can vary depending on the industry. These include risk modeling, inventory, asset optimization, etc. Another area of ​​application for quantum computers can be cryptography scenarios. When quantum computers are commercially available, we should be prepared for hackers to use them to break modern encryption methods, which can lead to the disclosure of sensitive data. To prevent this from happening, it is important to identify the most valuable and vulnerable data arrays and secure them using encryption methods using quantum key generation and distribution.