Data Science, AI & Advanced Analytics

Gaining valuable information from data

Data Science & Advanced Analytics provides answers!

  • How can the quality of production processes be increased?
  • Which customers could the company lose and why?
  • When do machines need to be serviced?
  • How can time-consuming decision-making paths be shortened?
  • To what extent can the risk involved in making complex decisions be reduced?

Digital transformation changes the foundation of every company in the long term. Those who want to achieve the greatest possible benefit and best results in their business areas in the future are dependent on identifying risks at an early stage, optimizing business processes and deploying resources with maximum efficiency. Data Science & Advanced Analytics encompasses a wide range of tools that can examine business processes and help bring about changes and improvements.

We supported a customer from the automotive industry with both predictive methods and prescriptive analytics, enabling demand forecasting combined with optimized production planning. New orders are now scheduled quickly and reliably. Existing plans are simultaneously optimized to ensure that production runs as effectively as possible. This ensures that the customer receives his delivery on the desired date.

Find out how X-INTEGRATE can also use advanced analytics tools in your company and contact us!

Process optimization through decision support

Industrial Internet of Things

Advanced Analytics offers a powerful palette that helps you to get to know your own company better and to comprehensively understand processes. With its help, collected data is better understood and valuable information extracted which leads to better, well-founded decisions. Evaluation can take place using what-if scenarios which help to automate decisions. All this improves your processes to positively differentiate your business from the market and remain competitive.

(R)evolution through the use of Artificial Intelligence

The success factor for efficient optimization of processes is the collected data. Cognitive technologies are able to process a company's data in depth and develop an understanding from it. To do this, they analyze data - natural-language as well as structured - and organize it into a semantic system so that it can be understood within a frame of reference. Such analyses can help companies shorten or analyze planning processes. Cognitive computing can be AI methods as well as classic chains of data mining and neural networks or predictive analytics. They serve the goal of offering planners several alternatives from which they can choose the one that suits the company best.

Use cases

  • Site Optimization
  • Supply Chain Optimization
  • Churn Prediction
  • Production Optimization
  • Warehouse Optimization
  • Predictive maintenance
  • Route Optimization
  • Predictive Quality
  • Corporate planning
  • Purchasing planning

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AI & Data Science

We offer comprehensive solutions in the fields of data science, machine learning and AI that are tailored to your specific challenges and goals.

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Artificial Intelligence & Data Science

Data Science is all about extracting valuable information from structured and unstructured data.

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Operationalization of Data Science (MLOps)

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Data Science, Artificial Intelligence and Machine Learning

For some time, Data Science has been considered the supreme discipline in the recognition of valuable information in large amounts of data. It promises to extract hidden, valuable information from data of any structure.

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Data Insights

With Data Insights, we help you step by step with the appropriate architecture to use new technologies and develop a data-driven corporate culture

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Data Governance

Data Governance describes all processes that aim to ensure the traceability, quality and protection of data. The need for documentation and traceability increases exponentially as more and more data from different sources is used for decision-making and as a result of the technical possibilities of integration in Data Warehouses or Data Lakes.

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