Data at the speed
of thought—

Molecula’s Cloud Data Access platform simplifies, accelerates, and controls data access by leveraging highly-performant data representations, eliminating the need to pre-aggregate, federate, copy, cache, or move source data.

Get Started

Stop hitting the data snooze bar—

Molecula delivers ultra-low-latency queries and complete data governance while significantly reducing hardware footprint, cost, and risk.

Products

Adam Blue, CTO, Q2eBanking—

"Using Molecula to analyze activity across our 100M+ monthly login events in real time gives us an entirely new view of our data. Without Molecula in our data pipeline, working with this volume of data would be effectively impossible."

About Molecula

Why Molecula—

Simplify

Accelerate

Control

Simplify—

Simplify Big Data Infrastructure with No Compromise

Deliver performant access to 100% of your distributed data while reducing hardware footprint and eliminating the need to batch, pre-aggregate, federate, copy, cache, or move the source data.

Accelerate—

Reduce Time from Data to Decision

Enable low-latency, ad-hoc, continuous analysis across multiple large, disparate data sources while reducing data delivery cycles and data gravity.

Control—

Manage Data Access, Compliance Risk, and Cost

Provide a management framework to grant access to cell-level data, audit usage, track lineage, and manage infrastructure resources with improved governance and regulatory compliance.

Result—

Up to 100x

Reduced infrastructure footprint and costs

Take a Deeper Dive

Result—

1000x

faster queries

Take a Deeper Dive

Result—

10x

reduced cycle times
and security risks

Take a Deeper Dive

Cloud Data Access:
The next step to true modernization—

We’ve reached a tipping point in data access where the effort involved in making data accessible is far exceeding the value we create with the data.—

06

Number of copies from data to decision

Only 15% of data is original

Only 1%

Of enterprise data is accessible to the business for analysis

(McKinsey)

85%

of AI/ML projects fail due to complexities with data

122%

YoY growth in data engineering jobs vs Data Science at 40%

Advancing into the Intelligence Era demands evolving from traditional techniques used to prepare data for analysis, to a unified platform that simplifies, accelerates and controls data access.

Molecula can help you get there.

An entirely new paradigm for continuous, real-time data analysis—

The Molecula Cloud Data Access Platform

Enterprises spend a lot of money preparing, aggregating and making numerous copies of their data before they can make decisions with it. Molecula deconstructs data into highly compressed representations so enterprises can securely access and query any data at unprecedented speeds, with incredibly low latency, and with a fraction of the hardware.

Virtual Data Sources (VDSs)

A high-performance distributed system; masterless and decentralized.

VDS Manager (VDSM)

A management framework responsible for the resources needed to scale itself and spawn, manage and scale VDSs. Also manages plugins, the API and access control.

Pilosa

An open source, distributed bitmap index; dramatically accelerates continuous analysis across multiple, distributed massive data sets.

Plugins

An extension framework supporting third-party, open source and enterprise plugins. Aids in adoption and integration for ingest, outgest, security/compliance and model execution.

VDS PLUGINS VDSM Pilosa
VDS
VDSM
PILOSA
PLUGINS

Virtual Data Sources (VDSs)

A high-performance distributed system; masterless and decentralized.

VDS Manager (VDSM)

A management framework responsible for the resources needed to scale itself and spawn, manage and scale VDSs. Also manages plugins, the API and access control.

Pilosa

An open source, distributed bitmap index; dramatically accelerates continuous analysis across multiple, distributed massive data sets.

Plugins

An extension framework supporting third-party, open source and enterprise plugins. Aids in adoption and integration for ingest, outgest, security/compliance and model execution.

Molecula capabilities make you much more capable—

Unified Access Layer

A fabric of distributed Virtual Data Sources (VDS) that represents your underlying data ecosystem serves as the first line of defense for responding to advanced analytics, ad hoc querying, and ML workloads.

Instantaneous Query Performance

The VDS was uniquely invented for rapid analytical queries – we’re talking sub-second speeds across petabyte-scale data – eliminating the need for compromises like caching, batching, and aggregating.

Granular Data Access Control

Molecula’s VDS Manager empowers administrators and data engineers to easily grant and control access to VDSs for the right users and applications.

Efficient Data Portability

Represent and access data anywhere, in any cloud or on-prem, regardless of its original location, at up to 100x reduction in data footprint and cost.

Unlimited Data Source Analysis

Our VDS combines multiple datasets across disparate systems, executing queries and analyzing across multiple VDS sources without burdening underlying systems with federated queries.

Seamless Integration into Existing Environments

Leverage Molecula’s robust plugin ecosystem and apply consumer, connector, and compliance plugins to integrate natively into your stack.

Our Community and Customers

We are very excited to leverage Molecula’s Cloud Data Access platform to speed up our data processing workflows and gain much deeper insights on our customers and product usage. Molecula helps us access the hardest and the largest datasets at extreme performance – in real-time – and in a way that seamlessly integrates into our existing big data environment.”

— Kevin Meagher, President of Power Analytics

“Using Molecula to analyze activity across our 100M+ monthly login events in real time gives us an entirely new view of our data. Without Molecula in our data pipeline, working with this volume of data would be effectively impossible."

— Adam Blue, CTO, Q2eBanking