Cake simplifies the deployment and management of open-source AI infrastructure, reducing engineering overhead for businesses. It integrates and secures over 100 components across categories like data source adapters (e.g., Apache Hadoop), data ingestion tools (e.g., Apache Kafka), data labeling platforms (e.g., Label Studio), vector and graph databases (e.g., Milvus and Neo4j), and GenAI APIs (e.g., Anthropic), among others.
By uniting these separate “layers” of the AI stack into a production-ready, managed solution, Cake enables enterprises to streamline their AI operations without the complexity of assembling and maintaining the stack themselves.
Platform use cases include efficient RAG systems for financial services, secure CT scan analysis in healthcare, and advanced recommendation engines for ecommerce, simplifying processes and ensuring data privacy.
As of December 2024, the company planned to introduce a hosted version of its platform.
Key customers and partnerships
As of December 2024, notable enterprises that used the platform included bioscience startup Altis Labs and data intelligence InsurTech Ping.
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