DataRobot AI Applications
Unlock the Value of AI
Many organizations struggle with getting the transformational power of AI into the hands of key decision makers. As a result, significant opportunities are missed to understand customer requirements, optimize processes, and drive better business results.
With just a few clicks, any machine learning model can be turned into a DataRobot AI Application, enabling business users, data scientists, and anyone in your ecosystem to interact with the predictive insight of the underlying model. Users get the power to experiment with different scenarios, predict results, and make more informed business decisions.
Benefits
Empower your organization to control and consume the output of a predictive model in a whole new way.
Create Applications Easily
Any predictive model can become an AI app in minutes – no coding required! Build applications based on DataRobot-generated models, or, incorporate external models written in R or Python and managed by DataRobot MLOps.
Distribute Insight and Better Decisions
Share any AI app with anyone in your ecosystem to drive consistent insights and better decisions. Role-based permissions ensure effective collaboration with specified co-workers while allowing others to consume the results.
Find the Applications You Need
Start in the Applications Gallery to browse apps that you or your organization have created. It’s the one place to go to quickly discover powerful machine learning applications to help get your job done quickly.
Application Accelerators
Pre-built application accelerators allow you to create a powerful and robust AI application from any model in minutes.
Predictor
Make predictions one-at-a-time or make a large batch of predictions by importing a file. With this crucial application you can compare a prediction to historical results, view prediction explanations, and adjust input values to see how they impact the results.
What-If
Make a base prediction, then change one or more inputs to create new scenarios and compare them side-by-side. You’ll be able to answer questions such as, “Do changes in input values have the expected effect on the results?”. Then, select the option that provides the best outcome.
Optimizer
Run hundreds of simulations to identify the ideal combination of input values to maximize your target outcome (e.g. sales, profit, quality, cost, speed). Specify any constraints for the values to be optimized, apply filters to narrow down results, and easily identify the best scenario.
