Data Lab

Innovation and AI Meet Data Analytics

In the Data Lab, we combine our expertise in connecting, visualizing, and utilizing data in industrial processes. From integrating legacy systems to advanced machine learning approaches, we provide solutions that make your data usable and help you optimize your processes.

Data Lab

Innovation and AI Meet Data Analytics

In the Data Lab, we combine our expertise in connecting, visualizing, and utilizing data in industrial processes. From integrating legacy systems to advanced machine learning approaches, we provide solutions that make your data usable and help you optimize your processes.

Data Lab

In the Data Lab, we combine our expertise in connecting, visualizing, and utilizing data in industrial processes. From integrating legacy systems to advanced machine learning approaches, we provide solutions that make your data usable and help you optimize your processes.

Connect and unify data

Seamless integration of old and new systems for a unified data flow

Leverage competitive advantages

Data-driven actions for more efficient operations and innovations

Make processes visible

Relevant process data at a glance for better decision-making

Connect and unify data

Seamless integration of old and new systems for a unified data flow

Leverage competitive advantages

Data-driven actions for more efficient operations and innovations

Make processes visible

Relevant process data at a glance for better decision-making

Connect and unify data

Seamless integration of old and new systems for a unified data flow

Leverage competitive advantages

Data-driven actions for more efficient operations and innovations

Make processes visible

Relevant process data at a glance for better decision-making

Integration of Legacy Systems

Modern Control for Proven Hardware

Legacy systems like Siemens S5 still play an important role in many companies, but they face the challenge of needing to communicate with modern IT and OT infrastructures.


We seamlessly integrate this reliable hardware with your current systems, ensuring that you retain their full functionality while benefiting from modern data processing and visualization. This integration allows you to extend the lifespan of your existing systems, avoid investments in new hardware, and take advantage of contemporary technologies.


We create a bridge between tried-and-tested solutions and modern efficiency, without compromising on stability or performance.

Integration of Legacy Systems

Modern Control for Proven Hardware

Legacy systems like Siemens S5 still play an important role in many companies, but they face the challenge of needing to communicate with modern IT and OT infrastructures.


We seamlessly integrate this reliable hardware with your current systems, ensuring that you retain their full functionality while benefiting from modern data processing and visualization. This integration allows you to extend the lifespan of your existing systems, avoid investments in new hardware, and take advantage of contemporary technologies.


We create a bridge between tried-and-tested solutions and modern efficiency, without compromising on stability or performance.

Ensure cost efficiency

Cost-saving integration instead of replacement avoids the need for new hardware

Increase system availability

Stable integration ensures operation even with older control systems

Create flexibility

Integrate legacy systems into modern IT and OT environments

Promoting sustainability

Extend the lifespan of existing systems

Integration of Legacy Systems

Modern Control for Proven Hardware

Legacy systems like Siemens S5 still play an important role in many companies, but they face the challenge of needing to communicate with modern IT and OT infrastructures.


We seamlessly integrate this reliable hardware with your current systems, ensuring that you retain their full functionality while benefiting from modern data processing and visualization. This integration allows you to extend the lifespan of your existing systems, avoid investments in new hardware, and take advantage of contemporary technologies.


We create a bridge between tried-and-tested solutions and modern efficiency, without compromising on stability or performance.

Ensure cost efficiency

Cost-saving integration instead of replacement avoids the need for new hardware

Increase system availability

Stable integration ensures operation even with older control systems

Create flexibility

Integrate legacy systems into modern IT and OT environments

Promoting sustainability

Extend the lifespan of existing systems

Visualization Solutions

Making Data Tangible and Understandable

With our visualization solutions, such as Inmation WebStudio, AVEVA PI, and Emerson Movicon.Next, we create custom dashboards that provide real-time insights into your processes. Our tools help you quickly identify weaknesses, understand complex relationships, and make informed decisions.


By integrating various data sources and visually presenting all relevant metrics, we increase the transparency of your operations and provide a foundation for more efficient resource planning. From production metrics to energy consumption, all key information is displayed clearly and concisely.


Increase transparency

Clear and intuitive display of your production data

Enable real-time monitoring

Immediate access to critical parameters and process KPIs

Optimise processes

Identify and resolve inefficiencies

Increase user-friendliness

Custom-designed user interfaces tailored to your needs

Pilot Projects and Proof of Concepts

Testing Ideas in a Controlled Environment

Introducing new technologies or optimizing existing processes always carries uncertainties: Does the solution work as planned? Does it deliver the desired results?


With our pilot projects and proof of concepts, we allow you to test new approaches in a controlled environment before making extensive investments. We develop custom test projects that simulate real-world conditions and provide meaningful results.


This enables you to make informed decisions, minimize risks, and identify the best solutions for your specific needs.

Minimise risks

Test innovations safely and under control

Create a basis for decision-making

Results provide clear data for investment decisions

Validate efficiency improvements

Demonstrate optimizations in practice

Maintain flexibility

Adapt pilot projects to meet specific requirements

Machine Learning & AI

Intelligent Data Analysis for Better Decision-Making

n production environments, enormous amounts of data are generated daily—from machine sensors and quality reports to logistics information. This data holds valuable insights, but often goes unused because manual analysis is time-consuming and prone to errors.


With our machine learning and AI solutions, we unlock this potential by identifying patterns, detecting anomalies early, and generating data-driven optimization suggestions. Our solutions range from predictive maintenance, which prevents unexpected breakdowns, to process optimizations that reduce energy and resource consumption.


By applying state-of-the-art algorithms, we turn your data into a strategic tool that not only increases efficiency but also creates competitive advantages.

Mustererkennung automatisieren

Identifying trends and deviations in large datasets

Fehler frühzeitig erkennen

Proactively identifying potential issues

Prozesse optimieren

Boosting efficiency through data-driven recommendations

Wettbewerbsfähigkeit stärken

Advanced data analysis and technologies ensure long-term competitive advantages

Visualization Solutions

Making Data Tangible and Understandable

Presenting complex data from production and control systems in a clear way is essential for long-term success.


With our visualization solutions, such as Inmation WebStudio, AVEVA PI, and Emerson Movicon.Next, we create custom dashboards that provide real-time insights into your processes. Our tools help you quickly identify weaknesses, understand complex relationships, and make informed decisions.


By integrating various data sources and visually presenting all relevant metrics, we increase the transparency of your operations and provide a foundation for more efficient resource planning. From production metrics to energy consumption, all key information is displayed clearly and concisely.

Increase transparency

Clear and intuitive display of your production data

Enable real-time monitoring

Immediate access to critical parameters and process KPIs

Optimise processes

Identify and resolve inefficiencies

Increase user-friendliness

Custom-designed user interfaces tailored to your needs

Pilot Projects and Proof of Concepts

Testing Ideas in a Controlled Environment

Introducing new technologies or optimizing existing processes always carries uncertainties: Does the solution work as planned? Does it deliver the desired results?


With our pilot projects and proof of concepts, we allow you to test new approaches in a controlled environment before making extensive investments. We develop custom test projects that simulate real-world conditions and provide meaningful results.


This enables you to make informed decisions, minimize risks, and identify the best solutions for your specific needs.

Minimise risks

Test innovations safely and under control

Create a basis for decision-making

Results provide clear data for investment decisions

Validate efficiency improvements

Demonstrate optimizations in practice

Maintain flexibility

Adapt pilot projects to meet specific requirements

Machine Learning & AI

Intelligent Data Analysis for Better Decision-Making

In production environments, enormous amounts of data are generated daily—from machine sensors and quality reports to logistics information. This data holds valuable insights, but often goes unused because manual analysis is time-consuming and prone to errors.


With our machine learning and AI solutions, we unlock this potential by identifying patterns, detecting anomalies early, and generating data-driven optimization suggestions. Our solutions range from predictive maintenance, which prevents unexpected breakdowns, to process optimizations that reduce energy and resource consumption.


By applying state-of-the-art algorithms, we turn your data into a strategic tool that not only increases efficiency but also creates competitive advantages.

Automate Pattern Recognition

Identifying trends and deviations in large datasets

Detect errors early

Proactively identifying potential issues

Optimize Processes

Boosting efficiency through data-driven recommendations

Strengthening competitiveness

Advanced data analysis and technologies ensure long-term competitive advantages

Cost-saving integration instead of replacement avoids the need for new hardware

Stable integration ensures operation even with older control systems

Integrate legacy systems into modern IT and OT environments

Extend the lifespan of existing systems

Visualization Solutions

Making Data Tangible and Understandable

Presenting complex data from production and control systems in a clear way is essential for long-term success.


With our visualization solutions, such as Inmation WebStudio, AVEVA PI, and Emerson Movicon.Next, we create custom dashboards that provide real-time insights into your processes. Our tools help you quickly identify weaknesses, understand complex relationships, and make informed decisions.


By integrating various data sources and visually presenting all relevant metrics, we increase the transparency of your operations and provide a foundation for more efficient resource planning. From production metrics to energy consumption, all key information is displayed clearly and concisely.

Clear and intuitive display of your production data

Immediate access to critical parameters and process KPIs

Identify and resolve inefficiencies

Custom-designed user interfaces tailored to your needs

Pilot Projects and Proof of Concepts

Testing Ideas in a Controlled Environment

Introducing new technologies or optimizing existing processes always carries uncertainties: Does the solution work as planned? Does it deliver the desired results?


With our pilot projects and proof of concepts, we allow you to test new approaches in a controlled environment before making extensive investments. We develop custom test projects that simulate real-world conditions and provide meaningful results.


This enables you to make informed decisions, minimize risks, and identify the best solutions for your specific needs.

Test innovations safely and under control

Results provide clear data for investment decisions

Demonstrate optimizations in practice

Adapt pilot projects to meet specific requirements

Machine Learning & AI

Intelligent Data Analysis for Better Decision-Making

n production environments, enormous amounts of data are generated daily—from machine sensors and quality reports to logistics information. This data holds valuable insights, but often goes unused because manual analysis is time-consuming and prone to errors.


With our machine learning and AI solutions, we unlock this potential by identifying patterns, detecting anomalies early, and generating data-driven optimization suggestions. Our solutions range from predictive maintenance, which prevents unexpected breakdowns, to process optimizations that reduce energy and resource consumption.


By applying state-of-the-art algorithms, we turn your data into a strategic tool that not only increases efficiency but also creates competitive advantages.

Identifying trends and deviations in large datasets

Proactively identifying potential issues

Boosting efficiency through data-driven recommendations

Advanced data analysis and technologies ensure long-term competitive advantages

Frequently Asked Questions (FAQs)

Do you have any additional questions about the services related to connecting, visualizing, and utilizing data in industrial processes that we haven’t addressed on this page? Check out our FAQ section for answers to the most common questions about our products and services from the Data Lab portfolio. Or feel free to contact us directly.

  • Our production data is spread across many systems. How can we consolidate them meaningfully?

    With our data integration solutions for industrial processes, we connect legacy systems, SCADA, ERP, and MES. This creates a centralized data flow, providing real-time insights and seamlessly integrating your existing IT and OT structures.

  • We still use older control systems like Siemens S5. Can we still use modern data analytics?

    Yes. We seamlessly connect older controllers to modern systems without affecting their functionality. This extends the lifespan of your hardware while still benefiting from modern visualization and data analysis.

  • Our machines generate a lot of data, but we lack an overview. How can we change this?

    We develop custom dashboards using Inmation WebStudio, AVEVA PI, and Emerson Movicon.Next, which visualize process data in real time. This helps you identify issues faster, increase transparency, and make data-driven decisions.

  • How can we test new data-driven technologies without endangering production?

    With pilot projects and proof of concepts, we simulate your requirements in a safe testing environment. This reduces investment risks and provides a reliable foundation for making decisions about rolling out new technologies.

  • What benefits does machine learning bring to our production?

    Our ML-powered data analysis identifies patterns in production data, prevents unexpected breakdowns through predictive maintenance, and pinpoints optimization opportunities for energy and resource usage.

  • Our AI approaches are not delivering usable results. What could be the problem?

    Often, data quality and structure are not optimized for machine learning. We prepare your data by ensuring consistent storage, anomaly detection, and error-tolerant models, so machine learning can provide more accurate predictions.

  • How long does it take to implement a visualization solution for our production data?

    This depends on the system complexity. Our modular dashboards can usually be implemented within a few weeks, with additional analysis tools added progressively.

  • How can we detect errors in production processes faster?

    Through automated anomaly detection in real-time. Our solutions compare live data with historical values, so deviations are immediately reported.

  • We have a lot of data but not enough expertise for in-depth analysis. How can we solve this?

    Our AI-powered analysis and automation solutions significantly reduce manual effort by independently identifying trends, bottlenecks, and sources of error.

  • Our company data needs to be available to various departments. How can we ensure this?

    With a central data platform that can be used across departments. Individual access control systems regulate who can access which data—eliminating information silos.

Focus on Smart Data

Discover how digital connectivity and intelligent data analytics optimize production processes. Our insights reveal how data-driven decisions enhance efficiency and how tailored software solutions unlock new possibilities.

Focus on Smart Data

Discover how digital connectivity and intelligent data analytics optimize production processes. Our insights reveal how data-driven decisions enhance efficiency and how tailored software solutions unlock new possibilities.

Focus on Smart Data

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A man and a woman are looking at a tablet in a factory.

certeXo: More safety and efficiency through digital work approvals

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A person is holding a tablet in their hands

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In this article, we shed light on how companies can successfully implement paperless processes and the benefits that result.

Curious about more than automation?

A man in a yellow jacket and hard hat is holding a tablet.

Functional Security And Virtual Security: Two Complementary Aspects Of System Security

March 7, 2025
Functional security and virtual security are two important aspects of system security.
A man and a woman are looking at a tablet in a factory.

certeXo: More safety and efficiency through digital work approvals

March 5, 2025
certeXo digitizes the work approval process, serving as an important organizational safety measure for hazardous activities. The new solution enhances safety, transparency, and efficiency, while also saving a lot of paper.

Curious about more than automation?