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Case Studies

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Case Study

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.

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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.

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Brandon Shockley of 160over90 describes the agency’s data-mining journey, from early prototypes to actionable consumer insights.

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Jeremy Osinski and Todd Marlin of Ernst and Young discuss how machine learning can help understand and predict employees’ and stakeholders’ intentions.

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Brian Meagher of Shorelight Education talks about how Shorelight has used data science to help fuel growth and help students succeed.

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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.

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Prevent Fraud
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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.

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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.

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Avoid Operation Shutdowns
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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.

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Master Variable Demand
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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.

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Causes of Customer Churn
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Customer retention is a must for businesses to thrive. Learn how Verizon Wireless gained actionable insights from data and proactively identified 30% of churn.

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Yield and Quality Optimization
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Learn how AI can improve output & quality, creating sustainable market dominance. This manufacturer reduces waste, improves yield, and saves $1 million a month,

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Forecast Staffing
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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.

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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.

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Learn how Lufthansa increased the accuracy of their flight arrival time predictions using RapidMiner, saving significant costs associated with delays.

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Learn how this manufacturer uses insights from RapidMiner to adjust its operations to reduce customer support costs and improve its customer experience.

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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.

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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.

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Learn how the project partners identify huge potential for the application of machine learning to predict product defects early in the production line.

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Learn how Daimler and Miele used RapidMiner to accelerate the product design and assembly planning phases in their factories to reduce time and cost.

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Learn how LIAT uses RapidMiner to improve the time it takes to respond to customer issues and improve customer sentiment.

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Learn how implementing data analytics in chemical plants can prevent rare events that can lead to the loss of property and potentially life.

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Learn how a LDC in the natural gas industry predicts which parts of its pipeline are at the greatest risk of failure with RapidMiner.

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Learn how a water distribution company leverages the insights from RapidMiner to decide where to invest in pipeline rehabilitation & replacement.

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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

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Learn how Mobilkom uses RapidMiner to analyze the textual content of incoming customer requests and automatically determine the topic of each request.

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Learn how this manufacturer collects patent documents filed by competitors and uses our text analytics and predictive capabilities to sort and track them.

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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.

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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

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Learn how, using RapidMiner, Lufthansa is able to decrease device failures and reduce total downtime by more than 20%, resulting in cost reductions.

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Learn how this telecommunications company quickly identifies its most valued customer segments, reducing cost of sales and improving revenue opportunities.

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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

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Learn how RapidMiner’s features and functionality enable Body Biolytics to process and analyze wearables data quickly, accurately, and intelligently.

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Learn how SustainHub uses RapidMiner for risk analysis, checking for errors, flagging certain substances or products, and searching for alternatives.

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Learn how PayPal applies basic voice-of-the-customer-concepts and text analytics to customer feedback to identify, classify, and count their customers.

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