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Organizations are increasingly adopting Cloud GPU L4 infrastructure for complex AI inference, video encoding, and analytics workloads, allowing for scalable processing power without significant upfront hardware investment. This technology is particularly beneficial for streaming platforms and media companies, enabling efficient video rendering and AI-driven recommendations. It addresses the growing data volumes and the need for parallel processing in modern AI and data-driven applications.