Integrated Solution Is HIPPA, GDPR and PCI Compliant; Enables the Rapid Deployment of Predictive and Machine Learning Models with Greater Control and Governance on Sensitive Data Used in the Algorithms
COLLEGE PARK, MD and BOSTON, Oct. 25, 2017 – Immuta and DataRobot today announced the details of a strategic partnership. Immuta’s data management platform, purpose-built for data science, now integrates with DataRobot’s automated machine learning platform, enabling customers to quickly build highly accurate, predictive business models with unprecedented control and governance of the data feeding the algorithms.
The DataRobot automated machine learning platform empowers business analysts of all skill levels to build and deploy highly accurate machine learning models in a fraction of the time of traditional modeling methods. The Immuta data management platform provides quick access to data, dynamic policy enforcement applied to all data and an understanding of the risks associated with the use of the data. The integrated Immuta and DataRobot solution enables organizations to rapidly deploy predictive models in environments where data sources, policies and controls are constantly changing.
“Businesses are reliant on machine learning and predictive models to drive business decisions. To mitigate the risks associated with algorithmic decision making, the data used in these models needs to comply with corporate and industry regulations,” said Matthew Carroll, CEO, Immuta. “DataRobot is the most powerful tool on the market for rapidly creating highly accurate predictive models. The integration with Immuta provides customers with greater governance and auditability of the data feeding the models, creating an end-to-end solution that accelerates the production of algorithms.”
The technology integration provides customers with a self-service solution that enables data owners to prepare data quicker, data scientists to train models faster, and compliance officers to manage global governance policies more efficiently—all at the speed of business. Key benefits of the integrated solution include:
- Faster virtual connection to data through code-free, agentless connections;
- Seamless policy enforcement throughout the entire data science lifecycle;
- Managed, granular access controls for data and machine learning models.
The Immuta platform connects and catalogs data from any enterprise source and applies dynamic policies – including masking, anonymization, generalization, and purpose-based restrictions – without requiring any code to be written. Immuta makes this data available in the DataRobot platform so business users can rapidly build and deploy accurate predictive models. The integrated solution provides a single view into the usage of data across algorithms, enabling customers to audit every action, by every user, across every project and purpose.
“DataRobot is committed to automating the time-consuming tasks inherent in machine learning, enabling organizations to rapidly deploy impactful data science programs in the enterprise,” said Jeremy Achin, CEO of DataRobot. “The partnership with Immuta furthers that commitment by giving customers greater control over the data fueling the predictive models generated by the DataRobot platform.”
DataRobot offers an enterprise machine learning platform that empowers users of all skill levels to make better predictions faster. Incorporating a library of hundreds of the most powerful open source machine learning algorithms, the DataRobot platform automates, trains and evaluates predictive models in parallel, delivering more accurate predictions at scale. DataRobot provides the fastest path to data science success for organizations of all sizes. For more information, visit datarobot.com.
Immuta is the fastest way for algorithm-driven enterprises to accelerate the development and control of machine learning and advanced analytics. The company’s hyperscale data management platform provides data scientists with rapid, personalized data access to dramatically improve the creation, deployment and auditability of machine learning and AI. Founded in 2014, Immuta is headquartered in College Park, Maryland. For more information, visit www.immuta.com and follow us on Twitter and LinkedIn.