Data Strategy

Your Data as the Foundation for Strategic Decisions

Under the Data Strategy category, we help companies unlock the full potential of their data. We assist in structuring data flows, breaking down data silos, and creating seamless connections across all levels of the automation pyramid—from sensors to the cloud. With our solutions, we make your data usable, eliminate obstacles, and lay the foundation for data-driven decisions and future-proof operational processes.

Data Strategy

Your Data as the Foundation for Strategic Decisions

Under the Data Strategy category, we help companies unlock the full potential of their data. We assist in structuring data flows, breaking down data silos, and creating seamless connections across all levels of the automation pyramid—from sensors to the cloud. With our solutions, we make your data usable, eliminate obstacles, and lay the foundation for data-driven decisions and future-proof operational processes.

Data Strategy

Under the Data Strategy category, we help companies unlock the full potential of their data. We assist in structuring data flows, breaking down data silos, and creating seamless connections across all levels of the automation pyramid—from sensors to the cloud. With our solutions, we make your data usable, eliminate obstacles, and lay the foundation for data-driven decisions and future-proof operational processes.

Structured, integrated data flows

Better transparency, decision-making foundations, and optimization potential

Seamless linking of all levels

Unified data foundation for operational and strategic decisions

Reduced complexity

Simplified management and enhanced system stability

Structured, integrated data flows

Better transparency, decision-making foundations, and optimization potential

Seamless linking of all levels

Unified data foundation for operational and strategic decisions

Reduced complexity

Simplified management and enhanced system stability

Structured, integrated data flows

Better transparency, decision-making foundations, and optimization potential

Seamless linking of all levels

Unified data foundation for operational and strategic decisions

Reduced complexity

Simplified management and enhanced system stability

Consulting for Data Strategy

Clarity and Structure for Your Data

An unclear data strategy often leads to untapped potential, inefficient business processes, and weak decision-making foundations.


We analyze your existing data structures, identify weaknesses, and work with you to develop a customized data strategy. Our focus is on organizing your data in a way that optimizes processes and provides a solid foundation for data-driven decisions.


With our consulting, we give you control over your data and show you how to leverage it as a strategic resource.

Consulting for Data Strategy

Clarity and Structure for Your Data

An unclear data strategy often leads to untapped potential, inefficient business processes, and weak decision-making foundations.


We analyze your existing data structures, identify weaknesses, and work with you to develop a customized data strategy. Our focus is on organizing your data in a way that optimizes processes and provides a solid foundation for data-driven decisions.


With our consulting, we give you control over your data and show you how to leverage it as a strategic resource.

Efficient data organisation

Structured data enables fast and accurate analysis

Make better decisions

Stable integration ensures operation even with older control systems

Minimised downtimes

Regular maintenance prevents unplanned outages

Optimised system performance

Efficient configuration maximizes the performance of your IT infrastructure

Consulting for Data Strategy

Clarity and Structure for Your Data

An unclear data strategy often leads to untapped potential, inefficient business processes, and weak decision-making foundations.


We analyze your existing data structures, identify weaknesses, and work with you to develop a customized data strategy. Our focus is on organizing your data in a way that optimizes processes and provides a solid foundation for data-driven decisions.


With our consulting, we give you control over your data and show you how to leverage it as a strategic resource.

Efficient data organisation

Structured data enables fast and accurate analysis

Make better decisions

Stable integration ensures operation even with older control systems

Minimised downtimes

Regular maintenance prevents unplanned outages

Optimised system performance

Efficient configuration maximizes the performance of your IT infrastructure

Consulting for Horizontal and Vertical Data Integration

Data Flow Without Barriers

Daten sind oft über verschiedene Systeme und Abteilungen verteilt, was ineffiziente Abläufe und Datensilos verursacht.


Wir beraten Sie  zur horizontalen Integration, um Daten über Abteilungen hinweg nutzbar zu machen, und zur vertikalen Integration, um einen durchgängigen Fluss entlang der Automatisierungspyramide zu schaffen.


Unser Ansatz verbindet alle relevanten Datenquellen, vom Shopfloor bis zur Managementebene, und schafft eine Grundlage für eine effiziente Zusammenarbeit und klare Prozesssteuerung. Mit unserer Unterstützung werden Datensilos aufgebrochen und Abläufe harmonisiert.

Creating consistent data flows

Data flows freely across all levels and departments

Dissolve data silos

Shared data usage promotes transparency and collaboration

Ensuring efficient processes

Optimized processes through consistent and transparent data

Increase flexibility

Integration allows for adaptation to growing requirements

Overcoming Connectivity Challenges

From Complexity to Clarity in Data Strategy

Many companies struggle with a complex “spaghetti connectivity”, where numerous systems and interfaces are linked but operate inefficiently.


We untangle these connections and create standardized, robust, and future-proof data flows. Our approach removes unnecessary complexity, minimizes management and maintenance efforts, and improves the stability of your infrastructure.


This enables you to reliably leverage your data and easily adapt to new requirements.

Reduce complexity

Standardized interfaces replace chaotic connections

Increase stability

Optimized connections ensure smooth operations

Simplify administration

Reduced effort for maintenance and system management

Stay flexible

Future-proof connections for growing demands

Seamless Data Communication

Connecting All Levels of the Automation Pyramid

Efficient use of the automation pyramid requires a continuous connection between sensor levels, controllers, IT systems, and the cloud. Often, these levels are only inadequately connected.


We create seamless communication pathways between all levels of the automation pyramid, ensuring that data flows in real-time. This enables you to optimize both operational processes, such as control and monitoring, and strategic tasks, like process optimization and capacity planning, more efficiently.


We ensure that your infrastructure remains stable and flexible enough to meet new requirements without disrupting existing systems. With a clear connection between sensors, machines, IT systems, and cloud platforms, we lay the foundation for future-proof, data-driven processes.

Echtzeit-Datenfluss

Seamless communication across all levels enables immediate decision-making

Improve processes

Efficient workflows through full transparency and data availability

Ensure scalability

Flexible integration for future requirements and system expansions

Reliable infrastructure

Stable connections ensure smooth operational processes

Consulting for Horizontal and Vertical Data Integration

Data Flow Without Barriers

Daten sind oft über verschiedene Systeme und Abteilungen verteilt, was ineffiziente Abläufe und Datensilos verursacht.


Wir beraten Sie  zur horizontalen Integration, um Daten über Abteilungen hinweg nutzbar zu machen, und zur vertikalen Integration, um einen durchgängigen Fluss entlang der Automatisierungspyramide zu schaffen.


Unser Ansatz verbindet alle relevanten Datenquellen, vom Shopfloor bis zur Managementebene, und schafft eine Grundlage für eine effiziente Zusammenarbeit und klare Prozesssteuerung. Mit unserer Unterstützung werden Datensilos aufgebrochen und Abläufe harmonisiert.

Creating consistent data flows

Data flows freely across all levels and departments

Dissolve data silos

Shared data usage promotes transparency and collaboration

Ensuring efficient processes

Optimized processes through consistent and transparent data

Increase flexibility

Integration allows for adaptation to growing requirements

Overcoming Connectivity Challenges

From Complexity to Clarity in Data Strategy

Many companies struggle with a complex “spaghetti connectivity”, where numerous systems and interfaces are linked but operate inefficiently.


We untangle these connections and create standardized, robust, and future-proof data flows. Our approach removes unnecessary complexity, minimizes management and maintenance efforts, and improves the stability of your infrastructure.


This enables you to reliably leverage your data and easily adapt to new requirements.

Reduce complexity

Standardized interfaces replace chaotic connections

Increase stability

Optimized connections ensure smooth operations

Simplify administration

Reduced effort for maintenance and system management

Stay flexible

Future-proof connections for growing demands

Seamless Data Communication

Connecting All Levels of the Automation Pyramid

Efficient use of the automation pyramid requires a continuous connection between sensor levels, controllers, IT systems, and the cloud. Often, these levels are only inadequately connected.


We create seamless communication pathways between all levels of the automation pyramid, ensuring that data flows in real-time. This enables you to optimize both operational processes, such as control and monitoring, and strategic tasks, like process optimization and capacity planning, more efficiently.


We ensure that your infrastructure remains stable and flexible enough to meet new requirements without disrupting existing systems. With a clear connection between sensors, machines, IT systems, and cloud platforms, we lay the foundation for future-proof, data-driven processes.

Real-time data flow

Seamless communication across all levels enables immediate decision-making

Improve processes

Efficient workflows through full transparency and data availability

Ensure scalability

Flexible integration for future requirements and system expansions

Reliable infrastructure

Stable connections ensure smooth operational processes

Structured data enables fast and accurate analysis

Stable integration ensures operation even with older control systems

Regular maintenance prevents unplanned outages

Efficient configuration maximizes the performance of your IT infrastructure

Consulting for Horizontal and Vertical Data Integration

Data Flow Without Barriers

Data is often scattered across different systems and departments, leading to inefficient processes and data silos.


We provide consulting for horizontal integration to make data accessible across departments and vertical integration to ensure seamless flow along the automation pyramid.


Our approach connects all relevant data sources, from shop floor to management level, creating a foundation for efficient collaboration and clear process control. With our support, data silos are broken down, and workflows are harmonized.

Data flows freely across all levels and departments

Shared data usage promotes transparency and collaboration

Optimized processes through consistent and transparent data

Integration allows for adaptation to growing requirements

Overcoming Connectivity Challenges

From Complexity to Clarity in Data Strategy

Many companies struggle with a complex “spaghetti connectivity”, where numerous systems and interfaces are linked but operate inefficiently.


We untangle these connections and create standardized, robust, and future-proof data flows. Our approach removes unnecessary complexity, minimizes management and maintenance efforts, and improves the stability of your infrastructure.


This enables you to reliably leverage your data and easily adapt to new requirements.

Standardized interfaces replace chaotic connections

Optimized connections ensure smooth operations

Reduced effort for maintenance and system management

Future-proof connections for growing demands

Seamless Data Communication

Connecting All Levels of the Automation Pyramid

Efficient use of the automation pyramid requires a continuous connection between sensor levels, controllers, IT systems, and the cloud. Often, these levels are only inadequately connected.


We create seamless communication pathways between all levels of the automation pyramid, ensuring that data flows in real-time. This enables you to optimize both operational processes, such as control and monitoring, and strategic tasks, like process optimization and capacity planning, more efficiently.


We ensure that your infrastructure remains stable and flexible enough to meet new requirements without disrupting existing systems. With a clear connection between sensors, machines, IT systems, and cloud platforms, we lay the foundation for future-proof, data-driven processes.

Seamless communication across all levels enables immediate decision-making

Efficient workflows through full transparency and data availability

Flexible integration for future requirements and system expansions

Stable connections ensure smooth operational processes

Frequently Asked Questions (FAQs)

Do you have any additional questions about the services from the Data Strategy portfolio 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 Ops portfolio. Or feel free to contact us directly.

  • Our production data is not consistently structured. How can we gain control over our data flows?

    We analyze existing data flows from sensors, machines, MES, and ERP, clean redundant data, and structure it so that it is usable across all systems. This improves decision-making processes and reduces manual data collection.

  • Our departments are working with different systems. How do we break down data silos?

    Through horizontal integration, we connect data from different departments so that production, quality, and logistics data converge on a unified platform. Vertical integration ensures that operational machine data flows directly into management decisions.

  • Our infrastructure has become chaotic due to countless interfaces. How do we simplify this?

    We standardize all interfaces and protocols, eliminate redundant connections, and replace individual workarounds with a scalable and low-maintenance architecture. This simplifies system changes and expansions.

  • Our data strategy is based on local systems. How do we make it future-proof?

    We implement a modular architecture that integrates on-premises, cloud, and hybrid solutions, allowing you to scale without completely replacing your existing infrastructure.

  • Our management doesn't have real-time access to production data. How can we change this?

    We provide unified data access for both operational and strategic decisions. With real-time dashboards, decision-makers have direct access to current production metrics and projections.

  • We have a lot of data but few insights. How can we extract actionable information from it?

    Data alone is not useful without structure. We implement data categorization, automated analysis processes, and AI-driven pattern recognition to identify relevant trends and derive projections.

  • Our IT and OT worlds are not synchronized. How do we harmonize them?

    We connect OT data from controllers and sensors directly with IT systems such as ERP and MES to create consistent and seamless data flows across the entire automation pyramid.

  • Our data processing incurs high costs. How can we become more efficient?

    Through structured data management and automation of analysis processes, we reduce redundant storage loads, lower maintenance costs, and optimize computational resources for more efficient utilization.

  • How do we ensure that our data strategy remains flexible in the long term?

    Through an API-driven architecture with open standards, your infrastructure remains adaptable, enabling the integration of new technologies and data sources without major system changes.

  • How do we prevent our data strategy from becoming a one-time project that is not used after two years?

    With continuous monitoring, automation, and regular strategy reviews, we ensure that your data strategy evolves with your business needs and remains productive over the long term.

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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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.
A person is holding a tablet in their hands

Digitization through paperless processes

March 4, 2025
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?