A data lake purpose-built for analytics
Finally, competing on analytics is a reality
with the Nitrogen.ai Feature Lake
Discover relevant analytic inputs quickly from
your data, commercial data, and partner data.
All in one place.
Your feature lake designed to make you an analytics data powerhouse
The Nitrogen.ai platform combines collaborative data sharing and effective access to public and commercial data so you can finally compete with data powerhouses like Amazon, Google, Facebook, and others. We offer managed services based on the specific requirements for your feature lake.
The Nitrogen.ai Feature Lake opens up
a world of data you’ve never been able to access
Our unique approach to managing data sharing
We combine the governance and trust of a data catalog with the analytic power and convenience of a data lake that is purpose-built for analytics.
We manage the sharing of data so you can:
Build Better Models
Get Better Answers
Drive Better Results
… and our feature lake manages all functions necessary
for safe and friction-free cross-enterprise data sharing:
Our automated feature selection engine runs machine learning algorithms to recommend relevant features to address your analytic needs.
Data Sharing Governance
To ensure trust and make data sharing and monetization safe, we manage access control, licensing, payments, regulatory compliance, revenue sharing, revenue management, data quality, and more.
Access to data features extracted from your internal data assets combined with features from commercial vendors, partner shared data, public data, and monetized operations data from nontraditional data sellers. If desired, offer your data features for sale to companies you know and trust.
The Nitrogen.ai Feature Lake
The Nitrogen.ai Feature Lake offers features, sometimes known as variables or inputs, all specifically organized for analytics and data science. This approach enables quick discovery of relevant inputs to improve your analytic outcomes.
Our data catalog allows users to find individual features. For example, foot traffic at a Jiffy Lube across zip codes each week for the past two years or web search behavior for auto repair shops.
Our feature lake comes stocked with interesting, surprising and highly actionable public & commercial data features:
With all this additional data, how do you find the best features to power your analytics? Our search platform solves for this by combining an ecommerce-like faceted and keyword search capability with an AI-enabled recommendation engine to quickly find the features most relevant to your analyses.
Data Catalog & Governance
We offer a controlled governed system for monetizing your data assets, including fees management, payment collection, subscription management, revenue management and price management.
Tight access controls allow sellers to offer features only to trusted companies. Access can be managed at the provider, source and feature levels by user and with Whitelists & Blacklists by industry, company, and individual. Approval processes are available to limit feature access to authorized individuals.
Our publication engine automatically harmonizes selected features into analytic data sets which can be downloaded as CSV files, pushed to your S3 bucket or shared within your Snowflake data lake instance. These publications persist and can be programmed to automatically update based on different criteria.
API’s allow integrated programmatic control of all functions: loading features, feature selection, feature acquisition, publication, and initiation of data sharing of a live publication, etc.