Industries & Use Cases

RapidMiner has extensive experience in all major industries, understands the specific challenges your industry faces and offers a strong track record of helping organizations drive revenue, cut costs, and avoid risks. 

Industry-Tailored Data Science Solutions

No matter what industry you’re in, odds are that your business is generating vast quantities of data every second that can be used to optimize decision-making. Data science offers a wide variety of sophisticated, flexible approaches that will turn that data into insights that can be used to overcome challenges and achieve unique goals.

Every industry faces its own set of challenges and there’s a unique and creative analytical solution to those challenges waiting to be devised and put into action. RapidMiner has extensive experience in all major industries, understands the specific challenges your industry faces and offers a strong track record of helping organizations drive revenue, cut costs, and avoid risks. 

Across all industries, RapidMiner can help:

  • Create true 360-degree customer views to drive highly effective, personalized interactions
  • Combine and analyze huge volumes of data in a fraction of the time to identify potential anomalies or service opportunities
  • Unify internal and external data to holistically identify, analyze risk, eliminate false positives and reduce the uncertainty of outcomes, liabilities or losses

Automotive

Use data from the consumer, the vehicle, the factory and beyond to maximize quality, increase customer satisfaction, improve brand loyalty, and innovate.

CPG, Retail & eCommerce

Consumer-oriented companies have tremendous opportunity to maximize profits at every stage of the value chain, from optimizing pricing to perfectly aligning supply and demand.

Communications

Better understand customer behavior, minimize customer churn rate, and optimize products and networks.

Energy

Deliver more for less, in faster timescales, while reducing environmental impact.

Financial Services

Reinvent every critical business process from evaluating and pricing risk to personalizing the customer experience.

Healthcare

Consistently deliver optimal patient care experiences, powered by efficient behind-the-scenes operations.

Insurance

Harness data to meet customers’ changing needs while effectively assessing and protecting against new horizons of risk.

Life Sciences

Make the best use of data to improve customers’ lives and also establish and maintain market leadership.

Manufacturing

Dramatically improve core operational functions and help products, brands and services stand out in the marketplace.

Travel, Transport & Logistics

Improve safety on roadways, anticipate delays, maintain fleets and analyze the optimal routes to chart a course for an exciting and profitable future.

Utilities

Transform business in many ways from smarter demand management to better weather predictions to finding new energy sources.

Use Cases

Churn Prevention

Identify customers likely to leave, take preventative action.

Customer Lifetime Value

Distinguish between customers based on business value.

Customer Segmentation

Create meaningful customer groups for more relevant interactions.

Demand Forecasting

Know what volumes to expect to improve planning.

Fraud Detection

Identify fraudulent activity quickly, and end it.

Next Best Action

The right action at the right time for the right customer.

Price Optimization

Set prices that balance demand, profit, and risk.

Predictive Maintenance

Predict equipment failure, plan cost-effective maintenance.

Product Propensity

Predict what your customers will buy, before even they know it.

Quality Assurance

Resolve quality issues before they become a problem.

Risk Management

Understand risk to manage it.

Text Mining

Extract insight from unstructured content.

Up- and Cross-Selling

Convince customers to buy more.