Data Science Services and Solutions

Elevate your business strategy with advanced analytics for precision, personalization and powerful insights.

Trusted by

Tomáš Paulík, Head of CRM, E.ON

“Among the highest-risk customer segment, the machine learning model ultimately reduced churn by 50% compared to the control group.”

Tomáš Paulík
Head of CRM, E.ON

Maximize Business Success with Data-Driven Strategies

Leverage data-driven insights for strategic excellence, covering areas such as advanced analytics, machine learning, precise targeting, and personalization. Through advanced analytics, businesses can uncover valuable insights into customer behavior and preferences, while machine learning enables the identification of vulnerabilities.

Embrace accurate targeting and personalization to enhance customer retention, loyalty, and organizational efficiency. The result? Unleashing customer-centric insights and analytics that propel your business towards unparalleled success.

Data-Driven Insights for Strategic Excellence

Leverage Advanced Analytics

Uncover valuable insights, such as predicting the likelihood of additional purchases, and understanding online customer behaviour. Elevate your comprehension across websites and mobile apps to implement tailored services.

Unlock Focused and Accurate Targeting

Achieve precise targeting through seamless integration and processing of diverse data sources. Elevate your predictive models and segmentation accuracy. Our focus revolves around addressing your current business needs.

Implement Machine Learning

Identify vulnerabilities in the production process and detect instances of unfair client behavior.

Achieve Personalized Experiences

Embrace current trends to gain deeper insights into your customers’ needs, fostering enhanced retention, loyalty, and organizational efficiency.

Unlocking Customer-Centric Insights and Analytics

Gain Customer Insight

  • Identify your customers’ needs
  • Uncover new insights
  • Recognize meaningful patterns
  • Tailor event triggers to match your requirements

Gain a 360° Customer View

  • Extract data from the web and digital channels.
  • Evaluate their impact on sales.
  • Integrate them into a comprehensive 360° view of your customer, leveraging them for multifaceted analyses.

Predict Event Probability

  • Predict the probability of events that impact you, like clicks on advertisements or production line failures.

Create Customized Segments

  • Craft customized segments, ensuring they meet your unique needs while remaining distinct from one another.

Effortlessly Analyze Text

  • Process data from various text sources, from classifying emails to extracting the message’s main content.

Analyze Semi-Structured and Unstructured Data

  • Analyze logs, telemetry, and sensor and location data to provide you with valuable insights
  • Enhance your data and analysis by incorporating external sources and open data

Leverage Location Data

  • Enrich your analyses with location data, facilitating distance calculations, store optimization, branch distribution, and communication network assessment.

Implement Custom Product Recommendations

  • Elevate your customer experience with tailored product recommendations, refined through the pattern analysis of behaviour, activities and preferences.

Embrace Data Science at Scale Now

Harness the full potential of your data with our cutting-edge data science services. From advanced analytics to tailored insights, our team of experts will drive innovation in your organization.

6 Steps to a Tailored Data Science Solution

In our data science projects, we use CRISP-DM (Cross-Industry Standard Process for Data Mining), a widely endorsed, non-proprietary model developed by industry leaders.

It offers an industry-agnostic framework, guiding best practices across six phases:

1

Business Understanding

We commence with a comprehensive discovery analysis, delving into the intricacies of your business and organizational needs.

2

Data Understanding

We identify, collect, and analyze your datasets, unveiling relationships, patterns, and actionable insights.

3

Data Preparation

Our team carefully selects, integrates, and cleanses data, preparing it for effective utilization in data science projects.

4

Modeling

We construct and rigorously assess a robust data model.

5

Evaluation

We critically evaluate the model, swiftly addressing any identified issues.

6

Deployment

Our approach concludes with meticulous documentation and execution of a deployment plan for the model, ensuring seamless integration into your operational framework.

Manufacturing Success Story

$1+ Million Savings per Year with AI-Based Image Anomaly Detection

The client’s objective was to modernize and automate the existing manual processes. They brought Adastra in to find a way to compare images from the current runs with those from past successful runs of that recipe of foam and issue alerts if any deviations were found.

$1+

Million savings per year

2-5%

scrap reduction

10

second report refreshment

Automotive Success Story

Processing Billions of Sensor Data in Less Than 5 Minutes with a Data Analytics Platform

Every second a car is driving, it generates thousands of records from sensors. Our client, a major car manufacturer, was looking to efficiently process these records and present the results in managerial dashboards.

<5

minutes to process and present data in a comprehensible format

Self

serve analytics enabled for all the managers

Data science success story in Automotive.
Automotive Success Story

Reducing Customer Churn by 33% in Automotive

Our client, an automotive company, wanted to increase customer retention and implement additional service and sales recommendations. Leveraging Adastra, and the power of predictive analytics and machine learning, they were able to reveal the rate of customer turnover. They then created custom-targeted campaigns based on customer behaviour, resulting in:

33%

reduction in customer churn

3x

higher campaign conversion rate

Happy customers in a banking branch.
Banking Success Story

Gaining a Customer 360° View for Informed Decision Making

Our client, a major bank in the Czech Republic, wanted to enrich its view of customer data with location attributes, and at the same time, identify branches suitable for closure. We employed advanced analytics and machine learning models—including clustering and spatial analysis—to obtain a 360° view of their customer behavior. We also used data visualization to provide a clear map of the outputs of business departments and managers.

360°

view on customer behavior

Data

visualization easily leveraged by business users

Data

driven decision making enabled on facts instead of feelings

Happy customers in a banking branch.

Embrace Data Science at Scale Now