Yellowbrick Data vs Aerospike
Side-by-side comparison of AI visibility scores, market position, and capabilities
Yellowbrick is an enterprise SQL data warehouse on Kubernetes for cloud and on-premises; won Best Data Warehouse Solution at 2025 DBTA Readers' Choice Awards; serves financial services, insurance, and government sectors.
About
Yellowbrick Data is a Mountain View, California-based enterprise data warehouse company founded in 2014 by Neil Carson, Jim Dawson, and Mark Brinicombe. Its core product is a high-performance SQL analytics platform built on Kubernetes that runs in public clouds, private clouds, and on-premises data centers — giving enterprises flexibility that pure cloud-native warehouses like Snowflake and BigQuery do not offer. Yellowbrick is designed for organizations with strict data residency, latency, or regulatory requirements that prevent full cloud adoption, including financial services, insurance, and government sectors.
Aerospike is a real-time NoSQL distributed database built for low-latency, high-throughput workloads; raised $109M in 2024 led by Sumeru Equity Partners with $171M+ total funding; used by major AdTech, fintech, and AI inference platforms.
About
Aerospike is a real-time NoSQL database company founded in 2009 by Brian Bulkowski and Ram Sriram, headquartered in Mountain View, California. The platform is purpose-built for mission-critical, high-throughput applications that require sub-millisecond read/write latency at massive scale. Its hybrid memory architecture blends DRAM and flash (NVMe SSD) storage, enabling petabyte-scale datasets to be queried with consistent single-digit millisecond response times. Key use cases include real-time ad decisioning, fraud detection, recommendation engines, and AI inference pipelines.
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