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The primary subject of this article is the commercialization and deployment of physical quantum hardware by IQM Quantum Computers, specifically focusing on its delivery to Oak Ridge National Laboratory and financial progress toward scaling production capacity. This content centers directly on advancements in quantum computing infrastructure rather than treating AI or quantum technology as incidental elements. TechPulse take: IQM has successfully transitioned from research prototypes to commercial deployment with a major US government contract, validating the market demand for full-stack quantum processors while securing sufficient capital runway through its public listing to double fabrication capacity by 2028. The strategic integration of their systems into existing supercomputing environments like LUMI highlights the emerging trend of hybrid classical-quantum computing architectures becoming operational infrastructure rather than isolated experimental setups.