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Operating a consumption-based SaaS model with scale-to-zero capabilities, a leading serverless AI infrastructure provider targets machine learning engineers and researchers. Leveraging a custom Rust-based runtime and Python-native SDK optimizes demanding GPU workloads. Driven by an estimated $30 million annualized run rate and a $1.1 billion valuation, rapid expansion underscores strong investment relevance within the competitive cloud sector.