Meet All Your Needs in a Single Tool
DataRobot is an end-to-end solution
Business analysts frequently spend significant time on preparing data for analysis. DataRobot helps streamline this task, allowing business analysts to focus on more substantive challenges that have a higher value to the business. DataRobot also features functionality across various stages of the workflow that allows key insights and predictions to be exported into traditional visualization tools or Excel.
Unlike visualization tools with machine learning features that only work if your problem squares precisely with the technology, DataRobot is flexible, automatically testing hundreds of advanced algorithms until it finds the right options based on the business problem you seek to solve. Along the way, DataRobot’s built-in guardrails help you identify questions or errors to help you feel more confident about your process.
DataRobot has a variety of built-in systems to help you explain and defend your use of machine learning, whether to leadership, data scientist collaborators, or even to regulators. For example, DataRobot automatically generates customized, model-specific documentation that captures the choices you’ve made and the findings uncovered. Model blueprints are downloadable and reflect the specific steps that a model takes on the dataset, providing full transparency.
DataRobot helps support an organization’s efforts to democratize the use of AI through technological solutions that complement the organization’s policies and procedures. For example, an administrator can set controls in DataRobot that limit a user’s ability to deploy a model before it has been approved. Models can be assigned a risk level to help ensure that the bet-the-company models are appropriately vetted.
At LendingTree, we recognize that data is at the core of our business strategy to deliver an exceptional, personalized customer experience. DataRobot transforms the economics of extracting value from this resource.
I am not a data scientist. I have not had to spend time figuring out how to use DataRobot. DataRobot frees people to experiment and try different approaches, with no real cost.