50 Ways to Impact Your Business with AI
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.
Case Studies
Overcoming the computational demand of time series: Scaling R-based demand forecasting with RapidMiner
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.
Finding the Story: How a global creative agency tapped into data science
Brandon Shockley of 160over90 describes the agency’s data-mining journey, from early prototypes to actionable consumer insights.
Bridging the Gap: Measuring & enhancing integrity with data science
Jeremy Osinski and Todd Marlin of Ernst and Young discuss how machine learning can help understand and predict employees’ and stakeholders’ intentions.
FutureBright Analytics: How an international education company uses analytics to power growth and student success at scale
Brian Meagher of Shorelight Education talks about how Shorelight has used data science to help fuel growth and help students succeed.
Data Science for Cybersecurity: Identifying and mitigating threats with RapidMiner
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.
Identify and Prevent Fraud
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.
Call Volume Forecast Using RapidMiner
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.
Avoid Full Operations Shutdown with Predictive Maintenance
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.
Master Variable Demand
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.
Understand Causes of Customer Churn
Customer retention is a must for businesses to thrive. Learn how Verizon Wireless gained actionable insights from data and proactively identified 30% of churn.
Gain a Competitive Edge with Yield & Quality Optimization
Learn how AI can improve output & quality, creating sustainable market dominance. This manufacturer reduces waste, improves yield, and saves $1 million a month,
Forecast Staffing with More Speed & Precision
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.
From Prototype to Operative Software – Data Analytics at Lufthansa
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.
Increasing Operational Profitability through Better Flight Arrival Time Predictions
Learn how Lufthansa increased the accuracy of their flight arrival time predictions using RapidMiner, saving significant costs associated with delays.
Improving Customer Support in Electronics Manufacturing
Learn how this manufacturer uses insights from RapidMiner to adjust its operations to reduce customer support costs and improve its customer experience.
Transport for London Uses RapidMiner to Aid the Performance of the Road Network for Everyone
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.
US State Auditor Deploys Machine Learning to Tackle Healthcare Fraud
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.
Product Quality Prediction and Optimization in Steel Manufacturing
Learn how the project partners identify huge potential for the application of machine learning to predict product defects early in the production line.
Assembly Time & Plan Prediction for New 3D Product Designs
Learn how Daimler and Miele used RapidMiner to accelerate the product design and assembly planning phases in their factories to reduce time and cost.
Improving Customer Service with Text Mining and Auto-classification
Learn how LIAT uses RapidMiner to improve the time it takes to respond to customer issues and improve customer sentiment.
Big Data for Operator Support in Chemical Plants
Learn how implementing data analytics in chemical plants can prevent rare events that can lead to the loss of property and potentially life.
Reducing Risk and Improving Operational Performance in Gas Distribution
Learn how a LDC in the natural gas industry predicts which parts of its pipeline are at the greatest risk of failure with RapidMiner.
Optimizing Water Pipeline Renewal
Learn how a water distribution company leverages the insights from RapidMiner to decide where to invest in pipeline rehabilitation & replacement.
Integrating RapidMiner and Tableau in Healthcare
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
Optimization of Customer Support for Mobilkom Austria
Learn how Mobilkom uses RapidMiner to analyze the textual content of incoming customer requests and automatically determine the topic of each request.
Patent Tracking in Manufacturing
Learn how this manufacturer collects patent documents filed by competitors and uses our text analytics and predictive capabilities to sort and track them.
Sales Forecasting in Life Sciences
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.
Text Mining in Healthcare
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
Predictive Maintenance at Lufthansa
Learn how, using RapidMiner, Lufthansa is able to decrease device failures and reduce total downtime by more than 20%, resulting in cost reductions.
Customer Segmentation with RapidMiner and QlikView in Telecom
Learn how this telecommunications company quickly identifies its most valued customer segments, reducing cost of sales and improving revenue opportunities.
Optimizing Marketing Campaigns at MMC
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
How Body Biolytics Applies RapidMiner to Biometric Big Data
Learn how RapidMiner’s features and functionality enable Body Biolytics to process and analyze wearables data quickly, accurately, and intelligently.
SustainHub Applies RapidMiner Data Mining for Risk Analysis in Supply Chains
Learn how SustainHub uses RapidMiner for risk analysis, checking for errors, flagging certain substances or products, and searching for alternatives.
Sentiment Analysis at PayPal Using RapidMiner
Learn how PayPal applies basic voice-of-the-customer-concepts and text analytics to customer feedback to identify, classify, and count their customers.