Artificial Intelligence and Machine Learning

With machine learning, agentic AI, and generative intelligence, we automate processes, create data transparency, and design secure, scalable solutions. Everything is considered from a technical, economic, and regulatory perspective.

Individual AI Services & Platform Integration for SMEs and Corporations

Increase efficiency, reduce costs, leverage new opportunities – with scalable AI that fits your organization.

As an IT service and consulting partner from Southern Germany, we support medium-sized companies and corporations in specifically unlocking the potential of artificial intelligence. Our focus is on solutions that are not only technologically powerful and secure but can also be operated economically and sustainably.

We guide our customers from strategy development and the selection of suitable technologies to the implementation of production-ready AI systems. This creates artificial intelligence that is comprehensible, robust, seamlessly integrated into existing processes, and provides real added value for companies.

Our Focus Areas in AI Consulting

AI Strategy & Architecture Consulting

AI Strategy

Architecture

Business Value

We develop AI strategies that are firmly anchored in business processes, IT, and organization. Based on in-depth process analyses, we identify relevant use cases and design viable target architectures – technology-agnostic, company-wide, and strategically aligned. Our end-to-end approach ranges from use case development and modeling to the implementation of production-ready AI solutions.

Our focus:

  • Customized AI Integration in business processes and IT systems
  • Development AI-enabled Target Architectures (Data, Applications, Infrastructure)
  • Identification and Evaluation of Relevant Use Cases (e.g., ML, GenAI, digital twins)
  • Method strength in Architecture, Data Products and Governance
  • Solid expertise in AI Regulation (EU AI Act, ISO 42001, NIST AI RMF)

Our Strengths:

  • Cross-industry Experience in Business and IT Architecture
  • Deep technological expertise & certified consultants (e.g., TOGAF®, ITIL®4)
  • Strategic and operational support in development, enablement, & rollout

AI Governance, Compliance, and Testing

AI yang dapat dipercaya

Test automation

Regulatorily secure and audit-ready: We integrate AI governance, AI risk management, and AI test automation (incl. red teaming) into corporate IT, business processes, and culture. All compliant with EU AI Act, ISO 42001, and NIST AI RMF, and furthermore platform-based and scalable.

Process automation with machine learning

Scalable ML solutions

Efficiency gains

Transparency

We develop ML solutions to automate real-world business processes, which are scalable in the cloud, hybrid, or on-premises. Whether it's a new start or further development: we provide comprehensive support to companies from the initial idea to operational deployment.

Our approach:

  • Consulting & WorkshopsAnalysis of business processes, identification of AI potentials and use cases
  • Model Selection & DevelopmentSelection of suitable ML models (LLMs, Deep Learning, Classification, Clustering, Reinforcement Learning)
  • Technical ImplementationUse of proven frameworks such as Azure, AWS, TensorFlow, PyTorch, Hugging Face
  • Integration & OperationBackend/Frontend Development, Integration into System Landscape, DevOps
  • MLOps Continuous training, performance monitoring, versioned deployment & transparency

Advantages:

  • Quick implementation thanks to structured methodology
  • Custom Solutions, aligned with the data and processes
  • Sustainable operation with high scalability and traceability

Generative & Agentic AI: Innovation, Cost Optimization & Growth

Customized Workflows

Business Value

We develop generative and agent-based AI solutions that automate processes, improve decision-making, and reduce costs. The solutions are integrated into strategy, architecture, and compliance.

The added value

  • Less manual work, more efficiency and quality
  • Faster decision-making through smart information processing
  • Higher customer satisfaction through more precise interaction
  • Scalable Solutions without ongoing redevelopment

Our approach:

  • Integrated instead of being isolated and embedded in the IT strategy and enterprise architecture
  • Combination of platform solutions (e.g. Azure, Snowflake) and custom development
  • Focus on secure, scalable, and maintainable implementation

Our Expertise:

  • Platform-based integration with strong Data Governance & Compliance
  • Development individual agentic AI solutions for complex requirements
  • Proven Einsatz Frameworks (e.g., LangChain, Open WebUI) & LLMOps Principles
  • Focus on Security, performance, and operating costs

AI yang dapat dipercaya

Together with our partner Validaitor, we take responsibility for a secure AI future.

End-to-End AI Solutions

Together with our partner br.AI.n, we are developing enterprise-ready AI solutions. 

Discover the Self-Service Data Platform

Learn how Denodo enables real-time data integration, governance, and AI readiness.

Enterprise-grade Artificial Intelligence

We don't just think AI, we deliver scalable architecture, regulatory compliance, and technical excellence throughout the entire lifecycle.

For over 25 years, we have been developing business-critical software solutions and data architectures for some of the largest companies headquartered in Germany. With this experience, we bring Artificial Intelligence to where it provides real benefit, securely, scalably, and economically.

We offer:

  • 25 years of project experience in data-driven process automation for large customers
  • Cloud Migration and Cloud Services from numerous productive implementations
  • Data Management for Big Data & Analytics as a daily core business
  • Productively used Machine Learning with measurable success instead of just a POC
  • Efficient, compliant, and maintainable System integration at Enterprise level
  • Strong Platform Partnerships with leading technology providers
  • Certified Expertise in Enterprise Architecture, Project and Service Management, LLMOps, Cloud Technologies, etc.
  • A large in-house team to experienced engineers who work with clients on an equal footing in Germany and internationally
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Just a few clicks to AI. But I'm still a human. Promise!

Alexander Dolgopolskiy, Head of Data & AI

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