Customers use Deephaven to develop and deliver high-feature order management systems, large-scale simulations, vol-surface fitters, real-time surveillance systems, risk control scenario analyses, greybox trading platforms, stat arb strategies, slippage and execution quality analytics. The platform serves a range of applications and industries.
Explore Deephaven Use Cases
Research & Algo Strategy Development
Quick iteration and evolution is a competitive edge. Deephaven lets you think it, try it so you can deliver results in hours/days instead of weeks/months. Stop letting slow and inefficient research cycles disrupt your train of thought. Stop waiting in the developer’s queue before you can make headway on your ideas. Instantly move models into production.
Deephaven provides a complete environment for testing, validating and profiling algorithmic trading strategies. Filter and query massive amounts of data in near real-time. Deephaven empowers you to think it/do it instead of getting “queued”.
Develop and deploy customized analytics that quickly perform complex calculations on enormous volumes of data with our easy-to-learn querying language. Deephaven reduces your reliance on data-related developers, and increases productivity of analysts, traders, salespeople, and risk controllers.
All of your data in one place. Deephaven simultaneously handles historical, real-time, and alt-data sources so you make superior decisions quickly. Deephaven validates your disparate data sources, ensuring reliable discoveries.
Write queries in your preferred programming language including Python and Groovy. Deephaven seamlessly integrates with standard libraries so you can take advantage of tried and true programming constructs to speed up your results. Relying on multiple platforms creates data silos and latency, compromising your competitive edge. Leverage the power of time-series data with Deephaven’s high-performance database. Market data, satellite data, social media posts, weather reports: Discover immeasurable benefits as your constituents center their workflows around a singular data lake.
Surveillance & Compliance
Expedite compliance with Deephaven. Monitor ongoing trading: write ad hoc queries that analyze anomalies and perform real-time surveillance. Notify authorities of problems before they even know they exist.
Streamline compliance requests: reduce response time from several weeks to within the day. Avoid audits by catching issues and producing reports instantly.
Build your own system that yields easy to read results for fast decision-making. Code compliance queries without special expertise. Create alerts delivered straight to your inbox. Instantly detect known trading violations.
Deephaven empowers a holistic view across complex data landscapes for faster, accessible compliance analyses. Compliance officers can generate and run their own analyses on the very system used by the entire enterprise. You save time when data is integrated.
Risk Management & Trading
Deephaven automates and accelerates the trading cycle. Set up and customize your dashboard in seconds. All users can create multiple, personalized dashboards that easily adapt to changes, and share them enterprise-wide.
Access thousands of tables, each with billions of records, independent of technical capabilities. Simple operations for getting, filtering, sorting, joining, aggregating, and manipulating data. Our powerful, evolving language allows non-programmers to query relevant data with the sophistication that historically required a database administrator (DBA) or computer scientist. Deephaven supports interactive queries and persistent queries, that deliver research, analytics, and reports to authorized users on demand.
Trading options range from fully automated to fully manual.
Programmers and non-programmers alike can maximize productivity with our intelligible query language that integrates with popular languages such as Groovy, Python, and C++. End users can get off and running without worrying about data setup steps. Our shared platform facilitates a consolidated view of trading and insights across the enterprise: knowledge sharing paired with appropriate access control.
Machine Learning & Artificial Intelligence Integration
Deephaven’s ability to digest vast quantities of time-series data and automate model production places us at forefront of ML possibilities. In the finance industry, ML can uncover important insights, identify excellent investment opportunities or risky clients, and pinpoint the ideal time to trade. ML and data mining facilitates cyber surveillance to prevent fraud. Hook pre-trained algorithms into real-time tables, feed tables into ML algos, and produce new tables that are real-time updating as these inputs changes.
Deephaven makes it easy to try out machine learning systems such as TensorFlow. We store and prepare the data, delivering it ready to use without wasting your time on preliminary steps. Create basic or advanced algorithms.
Deephaven queries produce tables that train ML algorithms in tools such as TensorFlow or feed into pre-trained algos and get outputs. Employ all the power of our query language to sift, manipulate data and prepare data for input.