Molecula Revenue, Valuation & Funding (2021)

Molecula is an enterprise feature store that simplifies, accelerates, and controls big data access to power machine-scale analytics and AI. The platform continuously extracts features, reduces the dimensionality of data at the source, and routes real-time feature changes into a central store, enabling millisecond queries, computation, and feature re-use across formats and locations without copying or moving raw data. The Molecula feature store provides data engineers, data scientists, and application developers a single access point to graduate from reporting and explaining with human-scale data to predicting and prescribing real-time business outcomes on all data. As an overlay to conventional systems, feature stores are easily adaptable, outperform traditional data-oriented approaches, and significantly reduce complexity, costs, and risk. Molecula is the enterprise version of Pilosa, an open-source feature-first storage format with 2,100+ global users. Molecula was founded in 2019 and has offices in Austin, TX and Palo Alto, CA, with a mission to establish its feature store as the new standard for big data access.