Data Science for Communications

Connect more people in more ways. Using data science, you can better understand customer behavior, optimize products and networks, and offer telecom services that are highly specialized and targeted, yet still widely available.

Companies that have profited from connecting with us.

Three Ways to Cut Through the Noise with AI

Drive Revenue
  • Predict the best offers and drive personalized, omnichannel campaigns
  • Prevent churn by predicting at-risk customers and delivering profit-optimized incentives and plans
  • Increase average revenue per unit (ARPU) by pairing precision-targeted promotions with the best offerings
Cut Costs
  • Analyze network demand for better QoS management and capacity planning
  • Predict failure of devices or network equipment and plan ahead for repairs
  • Increase customer satisfaction at lower cost by prioritizing service requests
Manage Risk
  • Reduce fraud, spam, and other network issues by predicting and detecting initial indicators
  • Monitor customer sentiment proactively for dissatisfaction and prevent negative brand impacts

Data Science Signals a Transformed Future

Make data the fuel that drives your telecommunications business. With RapidMiner, you can better understand customers by analyzing data from their purchases and browsing behavior, as well as from reviews, social media, and many other sources. Use this insight to proactively identify and prevent customer churn—all while optimizing your products, services, and offers. Your overall networks will benefit, too, thanks to predictive and real-time analytics, along with fraud prevention and overall network security.


AI for Communications—Why Now?

5G is the latest paradigm shift underpinning ubiquitous connected devices. These run an unforeseen spectrum of applications and services across networks that are now becoming self-optimizing. There’s no longer a clear distinction between data and voice, content creation and delivery, and devices used for computing and messaging.

The investment you’ll need to make to construct and maintain these costly networks requires operational efficiency that only an AI-driven buildout can achieve. Add changing regulations, new consumer usage patterns, and never-ending attempts at fraud, and it becomes evident that telcos need to adapt the way they do business.

Discover the RapidMiner Data Science Platform

RapidMiner unifies the entire end-to-end data science lifecycle so that you can turn promising data science projects into solutions that deliver real business results—and set you apart from the competition.
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Global Users

RapidMiner Review After 3.5 Years of Usage

Really fast and reading all kinds of databases. We use it for merging SQL, MySQL, Oracle databases, with ETL processes. Transformations and calculations are simple to use. Besides that, we use it for automation and optimization, fraud detection and strategy creation.

Reporting Expert


Excellent Interface and Easy Model Generation Thanks to AutoModel

We started using RapidMiner Studio years ago. The excellent results speak for themselves, so we have been very satisfied with our cooperation with RapidMiner for a long time. The support is remarkable and leaves nothing to be desired.

Data Analyst


Best Data Science and Machine Learning Solution

I found features of RapidMiner to be extremely useful from data preparation to data analysis as an experienced user of data mining projects utilizing open programming languages, developing predictive models, and placing them in a visually appealing presentation.

Senior Software Engineer

IT Services

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Data Science for Communications

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