Kx + DataRobot
Meets Automated Time-Series Modeling
Al-Driven Investment Strategies at Velocity: The Winning Edge in Highly Volatile and Time Sensitive Markets
Competition in financial markets is more intense and top line growth harder to achieve than ever. Firms that leverage AI and machine learning will not only thrive, but dominate in their ultra-competitive environments.
The combination of DataRobot’s Automated Time Series solution and the kdb+ Time Series database provides a winning edge with one unifying piece of architecture that changes the speed in which financial institutions can analyze data to draw inferences, and build and deploy time-aware machine learning models. The combination of the two technologies will empower financial firms, giving them the ability to make extremely fast and accurate predictions immediately, and at unprecedented scale and speed over rival firms.
Kx technology is widely adopted throughout global capital markets at banks, hedge funds, trading houses and exchanges. It is employed across the entire range of data intensive arenas, from high frequency trading to market data storage and analysis, as well as in risk management activities and throughout the back office.
Bring automatic AI to bear on data, rapidly searching for hidden patterns and developing forward-looking predictive models seamlessly over extremely large amounts of data with kdb+ and DataRobot Automated Time Series solution. The combination of the two technologies empowers you to perform highly complex AI-driven forecasts at scale, and create model factories faster and more accurately through a mechanized search of a vast universe of algorithms over enormous datasets.
Take what used to be highly-manual work done by small teams, across disparate data sources, and transform it into developing and executing AI-Driven investment strategies at velocity. Only with DataRobot and kdb+ can increase the speed and breadth of modeling throughput of existing teams and talent and take advantage of opportunities in the market as they arise.
The partnership between KX and DataRobot integrate database, model creation, deployment and management and monitoring of time-aware models in one system, helping you reduce lag time by combining back-end database, and front-end automated AI. DataRobot’s Automated Time Series integration with kdb+ your teams can quickly and automatically prototype, build, and deploy AI-driven investment strategies. Once models are in production, automated model monitoring and management detect for data drift and model health. The unified platform ensures that your existing teams can quickly retrain and replace models to ensure they’re built on the latest data for maximum performance.
Model risk management, validation and regulatory compliance has never been easier or more transparent. The combination of kdb+ and DataRobot’s Automated Time Series Solution offers comprehensive end-to-end transparency over the complete data to AI pipeline. DataRobot’s automated and comprehensive model documentation can be created in seconds with a click of a button, helping you streamline independent model validation review by ensuring consistency of your documentation process, so your teams can focus on building new AI-driven investment strategies versus hours documenting existing ones.