Partnering with DataRobot to Uncover Invaluable Hidden Insights
Cleartelligence is a leading data and analytics consulting firm that helps customers envision, design, and implement solutions to solve complex and data-centric business problems. Our customers range from small to large companies across various industries, and they all seek assistance in developing new, or enhancing existing, analytical capabilities. We pride ourselves on helping customers drive significant value to their organizations by helping them learn more about their business problems, and enabling them to be proactive to oncoming scenarios.
Using DataRobot significantly cuts down the time-consuming modeling process used for getting to the root of a problem.
Our team consists of functional and technical experts who enable companies to identify insights using data visualization, data management, and advanced analytical capabilities. As we looked to develop a more comprehensive analytics strategy for our customers, we realized that utilizing machine learning and artificial intelligence would be critical to delve deeper into their data. Leveraging these technologies greatly increases their efficiency and competitive advantage, and boosts their bottom lines.
The DataRobot Solution
DataRobot, the pioneer in automated machine learning, demonstrated their ability to allow users of all skill levels to build and deploy models quickly and accurately. DataRobot allows us to use machine learning algorithms that in turn help our customers learn from their data and find hidden insights.
The two biggest challenges that DataRobot addresses for our customers relate to timing and action. Using DataRobot significantly cuts down the time-consuming modeling process used for getting to the root of a problem. Instead of dedicating a team to build models for finding the best solution, DataRobot allows us to perform all of those tasks in one platform. From an action point of view, there are a lot of insights we can learn from the visualizations generated in DataRobot. The insights, such as the feature impact list and heat map, let us see contributing factors to the problem at hand. API access also allows us to seamlessly pull these results into multiple reporting tools.
DataRobot Use Cases
We had an “ah-ha” moment with DataRobot when we started looking at the threshold levels that DataRobot allows users to play around with in order to see how they impact the confusion matrix. It was great to see how the model shifts with thresholds and get a better understanding of how those thresholds can impact a business.
As data analytics matures within organizations, DataRobot will play a key role in moving analytic operations from descriptive and diagnostic to predictive and prescriptive analytics.
Recently, we had a customer looking for insights to better understand what drove their customers to sign up for a new program. We were able to build a model that helped them partition their customer list into different segmentations, focusing on future marketing efforts rather than of applying the same techniques to their targeted population.
DataRobot is critical in helping us increase business by providing an additional layer of technology we can offer to our customers that improves their analytic capabilities and keeps Cleartelligence at the forefront of innovation in the data analytics industry. As data analytics matures within organizations, DataRobot will play a key role in moving analytic operations from descriptive and diagnostic to predictive and prescriptive analytics.
Cleartelligence is a leading data and analytics consulting firm, thriving on its ability to deliver on information needs and translating business goals into actionable insights. We specialize data and analytics, helping our customers envision, design, and implement solutions to solve complex, data-centric business problems. Our team consists of functional and technical experts enabling enterprises to identify business insights using data visualization, data management, and advanced analytics capabilities.