Case Studies
Are you looking to drive real business impact through AI? Get inspired by these 50 AI use cases that we’ve compiled from across all industries.
In this demonstration, Rodrigo explains a proof of concept architecture used to score HTTP requests, detect attackers and block them using RapidMiner Real-Time Scoring.
Fraud detection is usually manual and labor-intensive. At scale it can be a tricky problem to tackle. However, if you apply AI properly you can both save time and be more effective.
Ryan Frederick of Dominos talks about how his data science team worked through a complex time series forecasting exercise and scaled R-based time models.
Brian Meagher of Shorelight Education talks about how Shorelight has used data science to help fuel growth and help students succeed.
Brandon Shockley of 160over90 describes the agency’s data-mining journey, from early prototypes to actionable consumer insights.
Michael Stansky of FirstEnergy demonstrates how to use RapidMiner to forecast customer contact center call volume using historical all volume and considering call volume drivers.
Jeremy Osinski and Todd Marlin of Ernst and Young discuss how machine learning can help understand and predict employees’ and stakeholders’ intentions.
Learn how simple repairs and maintenance can have massive downstream implications. This manufacturer was able to drastically reduce the risk of plant shutdown, with each avoidance saving $20+ million per day cost.
Every supply chain requires precision forecasting. Learn how this automotive manufacturer optimized hundreds of dealer orders and generated substantially more accurate sales forecasts leading to a $10M+ benefit in year 1 and $50M+ more than expected in year 2.
Customer retention is a must for businesses to thrive. Learn how Verizon Wireless gained actionable insights from data and proactively identified 30% of churn.
Learn how AI can improve output & quality, creating sustainable market dominance. This manufacturer reduces waste, improves yield, and saves $1 million a month,
Forecasting staffing is both critical and hard to do because there are so many factors that can impact demands. Learn how RapidMiner helped First Energy save $665K per call center.
This presentation gives an overview of predictive analytics use cases at Lufthansa with some practical use cases from the airline industry like the prediction of arrival times.
Learn how Lufthansa increased the accuracy of their flight arrival time predictions using RapidMiner, saving significant costs associated with delays.
Learn how this manufacturer uses insights from RapidMiner to adjust its operations to reduce customer support costs and improve its customer experience.
Learn how TfL uses RapidMiner for the operation of the road network, managing the traffic signals and ensuring safe, high-quality roadworks across the city.
Learn how a US state auditor leveraged machine learning to detect and prevent the estimated one billion dollars wasted on fraud in healthcare per year.
Learn how the project partners identify huge potential for the application of machine learning to predict product defects early in the production line.
Learn how Daimler and Miele used RapidMiner to accelerate the product design and assembly planning phases in their factories to reduce time and cost.
Learn how LIAT uses RapidMiner to improve the time it takes to respond to customer issues and improve customer sentiment.
Learn how implementing data analytics in chemical plants can prevent rare events that can lead to the loss of property and potentially life.
Learn how a LDC in the natural gas industry predicts which parts of its pipeline are at the greatest risk of failure with RapidMiner.
Learn how a water distribution company leverages the insights from RapidMiner to decide where to invest in pipeline rehabilitation & replacement.
An analytics division in a privately held healthcare company wanted to use their vast amount of patient treatment data to help drive better care and outcomes. They monitored
Learn how Mobilkom uses RapidMiner to analyze the textual content of incoming customer requests and automatically determine the topic of each request.
Learn how this manufacturer collects patent documents filed by competitors and uses our text analytics and predictive capabilities to sort and track them.
This multinational pharmaceutical company sells thousands of different drugs. In order to optimize logistical operations and storage needs, the company needed to know future sales.
This giant pharmaceutical firm was looking for customer feedback. It wanted to know what people liked about its products. Did people prefer the company‘s product
Learn how, using RapidMiner, Lufthansa is able to decrease device failures and reduce total downtime by more than 20%, resulting in cost reductions.
Learn how this telecommunications company quickly identifies its most valued customer segments, reducing cost of sales and improving revenue opportunities.
Modern Marketing Concepts, Inc. (MMC) is a global leader in the business-to-business marketing services industry, offering innovative marketing solutions across multiple industries, including the building
Learn how RapidMiner’s features and functionality enable Body Biolytics to process and analyze wearables data quickly, accurately, and intelligently.
Learn how SustainHub uses RapidMiner for risk analysis, checking for errors, flagging certain substances or products, and searching for alternatives.
Learn how PayPal applies basic voice-of-the-customer-concepts and text analytics to customer feedback to identify, classify, and count their customers.