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Data engineering and artificial intelligence

Using data intelligently. Designing processes efficiently.

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Symbolbild Data Engineering & Künstliche Intelligenz. Hände einer Person am Laptop, mit digitalem Schriftzug "AI!

Today, data is one of the most important resources for businesses. However, its value is realized only when it is organized, analyzed, and used to inform decisions.

DMT helps companies to systematically harness the potential of their data and create sustainable added value through state-of-the-art data engineering and AI solutions.

We develop and implement bespoke solutions in the fields of data engineering, artificial intelligence (AI), machine learning (ML) and software development. In doing so, we combine our many years of engineering expertise with know-how in digitalisation, data management and industrial applications.

AI Solutions for Industry, Infrastructure, Energy, and Raw Materials

Our experts support projects from the initial idea right through to live operation. Together, we develop scalable AI architectures, intelligent data platforms and high-performance applications that can be seamlessly integrated into existing IT environments.

Our range of services includes:

  • Development of bespoke AI and machine learning solutions
  • Predictive analytics and predictive maintenance
  • Large Language Models (LLM) and AI agent systems
  • Automated data analysis and decision support
  • Data platforms and data integration
  • Database design and software architecture
  • Custom web and mobile applications
  • API development and system integration
  • Cloud and on-premises solutions

During implementation, we work closely with our clients’ relevant IT, data protection and compliance departments. This enables us to ensure secure integration, high data quality and compliance with regulatory requirements.

Our solutions can be used both in the office and on the move – on construction sites, in facilities or during inspections. This ensures that relevant information is available wherever decisions need to be made.

Porträtfoto von Dr. Karsten Zimmermann, Leiter Monitoring und Data Engineering bei DMT

“Regardless of industry or use case, we work with our customers to identify the potential of artificial intelligence.”

Dr Karsten Zimmermann
Head of Monitoring & Data Engineering
+49 201 172 1968

Added Value Through Artificial Intelligence

Artificial intelligence helps businesses to analyse complex data sets efficiently, automate processes and make well-informed decisions more quickly.

Greater efficiency
: Automated analyses reduce manual effort and speed up processes.

Greater planning certainty
: Predictive models identify trends at an early stage and support well-founded decisions.

Lower costs
: Optimised processes and reduced downtime contribute to sustainable cost savings.

Greater security and compliance
: Intelligent monitoring and early-warning systems help to identify risks at an early stage and ensure compliance with regulatory requirements.

Scalable digitalisation
Existing systems are intelligently enhanced without the need to fundamentally change existing processes.

Selected Reference Projects

Development of an AI-supported database solution for the centralised management and accreditation of auditors. The application enhances planning reliability, improves resource management and reduces administrative workload.

An AI-based planning system featuring predictive analytics, scenario simulations and real-time forecasts. The tool supports accurate financial and liquidity planning and provides a sound basis for strategic decision-making.

Development of a mobile inspection solution with automated data collection and analysis. The system speeds up inspection processes, improves data quality and boosts operational efficiency.

A web-based platform for the management, visualisation and analysis of drill core data. The solution improves the availability of geoscientific information and supports well-founded geological and geotechnical assessments.

A digital platform for managing rights of way in infrastructure projects. Rightguard enhances planning certainty and supports the transparent documentation of complex approval processes.

Introduction of a mobile and audit-proof inspection solution for nuclear facilities. The application supports compliance with regulatory requirements and documents inspection processes in a traceable and efficient manner.

An AI-based agent system for real-time risk detection during the monitoring of critical infrastructure. Sentinel AI supports a proactive maintenance strategy, reduces downtime and enhances operational reliability.

Knowledge Transfer and Collaborative Partnerships

Successful AI projects require more than just technology. That is why we support our clients throughout the entire transformation process: from analysing potential and developing specific use cases through to implementation and staff training.

Our knowledge transfer includes:

  • Workshops and innovation formats
  • Training courses on AI and data analysis
  • Best-practice approaches
  • Community building and sharing of experiences
  • Support in developing new use cases

What You Should Know

Frequently Asked Questions on Data Engineering and Artificial Intelligence

DMT develops bespoke AI solutions, machine learning models, data platforms and intelligent software applications. Its range of services extends from potential analysis through to production-ready implementation.

These solutions are used in a range of sectors, including industry, infrastructure, energy, raw materials, inspection, asset management and quality assurance.

A project begins with an analysis of data, processes and objectives. Suitable use cases are then identified, technical solutions developed and integrated into existing systems.

Yes. DMT places particular emphasis on integration into existing IT environments and develops solutions that effectively enhance existing systems.

Yes. In addition to technical implementation, DMT offers workshops, training courses, best-practice programmes and support in building in-house expertise in the fields of AI and data engineering.

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