About Molecula

Our vision: To make features (not data) the foundation of real-time analytics and AI.


What is Molecula?

Molecula is an Operational AI company that enables businesses to deploy real-time analytics and AI in their applications through a novel data format and purpose-built feature storage platform.

What problems does Molecula solve?

At Molecula, we believe there is a tipping point in data access where the effort needed to enable real-time use cases and making big data ready for machine-scale analytics and AI, far exceeds the value created with the data. Enterprises spend a lot of money preparing, aggregating, and making numerous copies of their data for every project before they can make decisions with it. Molecula brings an entirely new paradigm for continuous, real-time data analysis to be used for all your mission-critical applications.

What is feature storage?

Molecula’s feature extraction and storage platform is an overlay to conventional big data systems that automatically extracts features, not data, from each of the underlying data sources or data lakes and stores them in one centralized place. The feature storage platform maintains up-to-the-millisecond data updates with little to no upfront data preparation. This is achieved by reducing the dimensionality of the original data, effectively collapsing conventional data models (such as relational or star schemas) into a highly-optimized format that is natively predisposed for real-time analytics and AI.

What is Molecula’s mission?

To power real-time analytics and AI by establishing features, not data, as the foundational component for all computational workloads.