Weka, a privately owned company founded in 2013 and headquartered in the US, employs approximately 330 people. Its primary business is software development, specifically focusing on a data platform designed to facilitate the storage, processing, and management of data across various environments, including cloud and on-premises systems. The platform aims to integrate disparate data sources, enabling the creation of data pipelines from previously isolated data stores.
Weka's Chief Marketing Officer, Lauren Vaccarello, spoke at the 2025 World Summit AI conference in San Francisco on the economics of AI, addressing unsustainable inference costs, infrastructure design's impact on return on investment, and the implications of token warehousing for scalable AI. In a separate presentation at the same conference, Vaccarello further explained AI economics, highlighting the shortcomings of traditional performance metrics and emphasizing the roles of token warehousing, memory optimization, and GPU utilization in building cost-effective and scalable AI. An exclusive preview of NeuralMesh™, a storage system designed to accelerate AI at scale, was also made available. The company also noted a common customer challenge: the inadequacy of training cluster infrastructure for production-scale inference.
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