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VoxStream Analytics was struggling with slow transcription turnaround times and bottlenecked deployment pipelines. Their existing architecture couldn't scale efficiently to meet user demand. Furthermore, the compile times for their core C++ audio processing engines were severely eating into developer productivity, slowing down feature releases and critical bug fixes.
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