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      "text": "The development of end-to-end quantum solutions for business problems still takes years; due to the wide range of potential quantum applications in various industries, the application software market is far from saturated.",
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      "text": "The application software market has emerged in the past few years. Key players are hardware and systems software players offering full-stack solutions. They operate across all industries, or focus on finance, pharmaceuticals, and chemicals. Off-the-shelf products do not yet exist; most business models are still based on exploratory research projects in collaboration with industry. The development of end-to-end quantum solutions for business problems still takes years; due to the wide range of potential quantum applications in various industries, the application software market is far from saturated. Some players in this segment have chosen to focus on developing quantum-inspired algorithms—algorithms that are run on classical hardware but incorporate principles and ideas from quantum computing. These algorithms have shown great promise and could be an avenue to realize value without a fault-tolerant computer.",
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      "text": "Source: CapitalIQ; Crunchbase; PitchBook; Quantum Computing Report; expert interviews",
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