We make artificial intelligence safe and usable!
In today’s dynamic business world, artificial intelligence (AI) is no longer just a technological trend, but a decisive success factor for future-oriented companies. Companies are faced with the major challenge of integrating this technology effectively.
AI offers enormous potential and makes it possible to develop innovative business models and fundamentally optimize existing processes.
We help you to recognize the opportunities of AI and develop tailor-made solutions that make your company future-proof.
Our experienced team of independent AI specialists, software developers and application consultants will support you in identifying and implementing your AI projects.
Our holistic AI solutions combine in-depth technical expertise with a profound understanding of the industry, enabling customized approaches for your individual business requirements.
ComputerBUTLER has not only modernized our IT landscape, but also achieved a real business impact. The cloud transformation has enabled us to reduce our IT operating costs by 40% while significantly increasing the agility of our business.
Further services
Key Benefits
Our holistic consulting approach accompanies you throughout the entire life cycle of your AI projects — from the initial analysis of potential and strategic design through to seamless integration into your existing IT landscape and long-term operation. Thanks to our agile methodology, we can react flexibly to changing requirements and enable step-by-step development that combines continuous progress with manageable risk.
Support
Comprehensive consulting over the entire life cycle. From the initial idea to long-term operation, we support you in all aspects of your AI projects with our holistic consulting approach.
High flexibility
Agile methodology approach to determine the individual AI potential. With our agile approach, we can adapt flexibly to your requirements and enable the step-by-step development and implementation of AI solutions.
Personalized solutions
Individual recommendation management for a wide range of application scenarios. We develop customized AI solutions that are precisely tailored to your specific requirements, processes and goals.
Information security
Highest security standards: We implement AI projects with maximum information security. As cybersecurity experts, we ensure that your AI solutions meet all security requirements at the highest level and are comprehensively protected.
Accelerated time-to-market: Our structured approach and the use of proven methods significantly shorten the development time of your AI solutions. You benefit from faster time-to-market cycles and can realize AI-supported competitive advantages earlier.
Tools & Platforms
- AI development platforms: Microsoft Azure AI, AWS SageMaker, Google AI Platform — Comprehensive infrastructures for the development, provision and management of AI solutions
- Enterprise security solutions: Fortinet, Palo Alto Networks, IBM Security — Leading security technologies to protect sensitive AI applications and data at the highest level
- Data Science Frameworks: TensorFlow, PyTorch, scikit-learn — Powerful open source libraries for advanced modeling and analysis
- Project management tools: JIRA, Microsoft Project, Monday.com — Specialized tools for agile management and efficient control of AI projects
With a combination of deep technology expertise and industry-specific knowledge, our IT consulting services help organizations overcome technology challenges and implement innovative AI solutions that create real business value. Our experts work closely with you to ensure that technology doesn’t just remain a tool, but becomes a key driver of business growth and innovation.
AI analysis & forecasting models
With our advanced AI-based analysis and forecasting methods, we unlock the full potential of your company data. We transform complex data sets into valuable insights and precise predictions that give you a decisive competitive advantage. By using state-of-the-art algorithms and machine learning technologies, we support you in making data-driven decisions and identifying hidden business potential.
Advanced data analysis & forecasting models
- Big Data AnalyticsStructured processing and analysis of large, heterogeneous data volumes from different sources
- Predictive analyticsDevelopment of precise forecasting models for well-founded strategic and operational business decisions
- Pattern and anomaly detectionIdentification of hidden correlations and deviations in complex data sets
- Business IntelligenceTransformation of raw data into usable business information through AI-supported analysis tools
- Real-time analyticsReal-time evaluation of data streams for time-critical decision-making processes
Data preparation & integration
Our experts harmonize and integrate your data from various sources to create a consistent database. Through professional data cleansing, enrichment and transformation, we create the basis for reliable analyses and precise forecasting models. With our tailor-made ETL processes (Extract, Transform, Load) and data pipeline solutions, we guarantee a continuous, quality-assured data stream for your analytical applications.
AI-supported decision support
We develop intelligent decision support systems that translate complex data analyses into clear recommendations for action. By combining machine learning, statistical methods and domain expertise, we create AI solutions that optimize decision-making processes at all levels of the company — from routine operational decisions to strategic decisions.
Visualization & Reporting
Our interactive dashboards and visualization solutions make complex data analyses intuitively understandable. We design user-friendly interfaces that provide relevant insights at a glance and enable in-depth analyses at the click of a mouse. Our automated reporting solutions provide you with regular, customized reports that deliver exactly the information you need to make informed decisions.
Your advantages
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Improved decision quality: Make well-founded decisions based on precise data analyses and forecasts instead of relying on gut feeling and empirical values.
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Early risk and opportunity detection: Identify trends, patterns and anomalies at an early stage and react proactively to emerging risks and opportunities.
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Increased efficiency: Automate data-intensive analysis processes and deploy your resources where they create the greatest added value.
Tools & Platforms
- analysis frameworks: Apache Spark, Hadoop, Databricks — Powerful platforms for the distributed processing of large amounts of data
- Machine Learning: TensorFlow, PyTorch, scikit-learn, H2O.ai — Comprehensive libraries and frameworks for the development of advanced predictive models
- Visualization: Tableau, Power BI, Qlik Sense, D3.js — Intuitive tools for the interactive presentation of complex data analyses
- Big data platforms: Snowflake, Amazon Redshift, Google BigQuery — scalable cloud solutions for the efficient storage and analysis of large amounts of data
With our AI-supported analysis and forecasting solutions, we turn your data into a strategic competitive advantage. Our experts combine sound technological expertise with in-depth industry knowledge to develop customized solutions that optimally support your specific business requirements and generate measurable added value.
Intelligent process automation with AI
Our intelligent process automation solutions are revolutionizing the way companies design and execute their business processes. By combining Robotic Process Automation (RPA) with advanced AI technologies, we not only automate repetitive tasks, but also develop self-learning systems that continuously increase their efficiency. In this way, we create the basis for a new generation of intelligent business processes that adapt to changing requirements and free up valuable resources for strategically important tasks.
Seamless integration & orchestration
- Robotic Process Automation (RPA)Automation of rule-based, repetitive business processes
- Cognitive process automationExtension of classic RPA with AI components for processing unstructured data
- End-to-end process optimizationAnalysis, redesign and automation of complete business processes
- Workflow intelligenceSelf-optimizing process sequences through machine learning
- Resource allocationAI-based optimization of resource allocation within business processes
Seamless integration & orchestration
Our automation solutions integrate seamlessly into your existing IT landscape. Using specialized connectors and APIs, we connect legacy systems, cloud applications and modern microservices to create a harmoniously orchestrated process landscape. The central control and monitoring of automated processes ensures maximum transparency and control over the entire automation environment.
Scalable automation architecture
We develop automation architectures that grow with your requirements. From individual automated tasks to company-wide automation initiatives — our solutions scale flexibly and allow you to expand your automation capacities step by step. Through modular concepts and reusable components, we maximize the efficiency of your automation investments.
Your advantages
- Significant cost savings: Reduction of manual effort by up to 70% through intelligent process automation and AI-supported optimization
- Higher process quality: Minimization of error rates and consistent adherence to compliance requirements through standardized, automated processes
- Accelerated process execution: Drastic reduction in throughput times and response speeds thanks to 24/7 availability of automated processes
- Increased employee satisfaction: Freeing employees from monotonous routine tasks and focusing on value-adding, creative activities
Tools & Platforms
- RPA platforms: UiPath, Automation Anywhere, Blue Prism — leading technologies for the automation of structured business processes
- Process Mining: Celonis, QPR ProcessAnalyzer, Minit — Powerful tools for data-based analysis of business processes
- Workflow management: Camunda, Appian, Pega Systems — Flexible platforms for modeling and executing complex business processes
- Low-Code/No-Code: Microsoft Power Automate, Nintex, Zapier — user-friendly automation tools for business users without programming knowledge
With our intelligent process automation solutions, we transform your business processes into self-optimizing, highly efficient workflows. Our experts support you from the initial process analysis and implementation through to the continuous further development of your automation landscape. Achieve sustainable efficiency gains and create scope for innovation and strategic growth through the targeted combination of RPA and artificial intelligence.
Advanced Natural Language Processing
Our Advanced Natural Language Processing services enable companies to unlock the full potential of language technology and revolutionize business processes through intelligent text processing. By combining cutting-edge AI algorithms with industry-specific expertise, we develop customized NLP solutions that meet your specific requirements and deliver measurable business results.
Intelligent assistance systems
Our intelligent assistance systems automate and optimize support and service processes through natural language understanding. We develop customized chatbots and virtual assistants that can be integrated into your existing systems and effectively support both customers and employees. Through integration with backend systems, knowledge databases and process flows, these assistants become valuable digital employees who are available around the clock.
Sentiment analysis & opinion mining
With our advanced sentiment analysis solutions, you gain valuable insights into the mood and opinion of your customers, the market and social media. Our systems automatically identify and classify emotional tendencies in texts and enable you to identify trends at an early stage, improve products and optimize your communication strategy. The multilingual analysis engine processes feedback in different languages and delivers consistent, actionable insights.
Document understanding & information extraction
We develop AI-supported systems for the automated extraction and analysis of relevant information from unstructured text documents. Our solutions recognize and classify document types, extract key information and convert unstructured data into structured, searchable formats. From the automated processing of contracts to the analysis of scientific publications and compliance checks — our document understanding systems save valuable time and minimize manual errors.
Multilingual NLP systems
Our multilingual NLP solutions enable seamless language processing across language boundaries. We develop systems that are specifically optimized for the requirements of German-speaking countries, but at the same time support international communication. With support for German, English and other languages, our solutions enable global business communication without language barriers — from multilingual customer service to multilingual analytics systems.
Text Mining & Knowledge Discovery
Our text mining solutions identify hidden patterns, correlations and trends in large volumes of text. We develop customized knowledge discovery systems that analyze unstructured data and extract valuable insights. From competitive analysis to the detection of emerging trends and the identification of research priorities, our text mining solutions transform unused text data into strategic business information.
Your advantages
- Automation of manual processes: Reduce time-consuming manual word processing and use your employees for value-adding activities.
- Improved customer experience: Offer prompt, precise and personalized interactions through intelligent dialogue systems.
- Data-driven decision making: Gain valuable insights from unstructured text data to make informed business decisions.
- Scalability and consistency: Process large volumes of text with consistent quality and accuracy.
- Competitive advantage: Unlock new business potential with advanced voice processing technologies.
Tools & Platforms
- Commercial NLP platforms: IBM Watson NLP, Microsoft Azure Cognitive Services, Amazon Comprehend, Google Cloud NLP — Comprehensive cloud-based NLP services with robust API support
- Open source frameworks: spaCy, NLTK, Hugging Face Transformers, Rasa — Flexible and customizable libraries for specialized NLP applications
- Specialized models: BERT, GPT, RoBERTa, XLM-RoBERTa — state-of-the-art language models for text comprehension and generation
- Analysis tools: Elasticsearch, Kibana, Tableau, PowerBI — tools for the visualization and analysis of NLP results
- Development environments: Jupyter Notebooks, Visual Studio Code, PyCharm — Productive environments for NLP development and optimization
With our Advanced Natural Language Processing solutions, you can unlock the untapped potential of your text data and transform it into valuable business resources. Our experienced team of NLP specialists, data scientists and industry experts will guide you from conception to implementation and continuous optimization of your language processing systems. Contact us to find out how we can meet your specific NLP requirements.
Specialized machine learning solutions
Our specialized machine learning solutions offer companies the opportunity to optimize data-driven decision-making processes and gain valuable insights from complex data sets.
Using state-of-the-art algorithms and technologies, we develop customized models that are precisely tailored to your business requirements and create measurable competitive advantages.
With our holistic consulting approach, we support you throughout the entire life cycle of your machine learning projects — from initial data analysis and model development through to productive implementation and continuous optimization.
Our experienced data scientists and ML engineers combine in-depth technical know-how with industry-specific understanding to develop solutions that generate real added value for your company.
Unsupervised Learning
We identify hidden patterns and structures in complex data sets using innovative clustering and dimension reduction methods. Our unsupervised learning solutions make it possible to gain valuable insights from unstructured data without having to rely on pre-classified training data. These approaches are particularly suitable for market segmentation, anomaly detection and exploratory data analysis, where they open up new perspectives and uncover previously undiscovered correlations.
Reinforcement Learning
We develop self-optimizing systems that constantly improve their performance through experience and continuous feedback. Our reinforcement learning approaches enable autonomous decision-making systems that can operate in complex, dynamic environments. From process optimization and autonomous control systems to adaptive recommendation algorithms — we implement systems that learn independently to develop optimal strategies and react to changing conditions.
Deep learning
We use highly developed neural networks for complex recognition and decision-making tasks that overtax conventional algorithms. Our deep learning solutions excel in areas such as image and speech recognition, text understanding and complex pattern recognition. Using architectures such as Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN) and Transformer models, we develop systems that deliver human-like recognition performance and continuously learn from new data.
Transfer Learning
We enable efficient model development by transferring pre-trained models to specific application domains. Our transfer learning approaches significantly reduce the need for training data and computing resources by transferring knowledge from existing models to new domains. This accelerates development time and enables powerful ML solutions even with limited data availability — ideal for specialized use cases or niche industries with limited training data.
Transfer Learning
We enable efficient model development by transferring pre-trained models to specific application domains. Our transfer learning approaches significantly reduce the need for training data and computing resources by transferring knowledge from existing models to new domains. This accelerates development time and enables powerful ML solutions even with limited data availability — ideal for specialized use cases or niche industries with limited training data.
Explainable AI
We develop transparent and comprehensible AI solutions for sensitive business areas where explainability is crucial. Our XAI (Explainable Artificial Intelligence) approaches make decisions and predictions of machine learning models understandable and comprehensible for humans. Using techniques such as LIME, SHAP and attention mechanisms, we provide insights into the decision-making processes of complex models — essential for regulated industries, critical use cases and to increase confidence in AI-supported decisions.
Your advantages
- Customized solutions: Customized ML models tailored to your specific business requirements and data sets.
- Data-driven decision making: Sound business decisions based on precise forecasts and in-depth data analyses.
- Competitive edge: Development of new business potential and optimization of existing processes through advanced ML technologies.
- Scalable solutions: ML systems that grow with your company and continuously learn from new data.
- Risk minimization: Structured development methodology with clear milestones and continuous validation to ensure successful implementations.
- Knowledge transfer: Comprehensive documentation and training for your teams to derive long-term added value from ML solutions.
Technology portfolio
- ML frameworks: TensorFlow, PyTorch, scikit-learn, Keras, XGBoost — Powerful open source libraries for various ML use cases and model types
- Cloud ML platforms: AWS SageMaker, Google Cloud AI Platform, Microsoft Azure Machine Learning, IBM Watson — Scalable cloud infrastructures for training and deployment of ML models
- Data Processing: Apache Spark, Dask, Pandas, NumPy — Efficient data preparation and transformation tools for ML workflows
- Explainability tools: SHAP, LIME, Captum, InterpretML, AI Explanability 360 — Frameworks for the analysis and visualization of model decisions
- MLOps tools: MLflow, Kubeflow, DVC, Weights & Biases — platforms for versioning, tracking and automating ML workflows
With our specialized machine learning solutions, we support companies in exploiting the full potential of their data and developing innovative, intelligent applications. Our interdisciplinary team of data scientists, ML engineers and domain experts will support you from the initial concept phase through to the successful implementation and continuous improvement of your ML systems. We place particular emphasis on practical solutions that integrate seamlessly into your existing IT landscape and deliver measurable business results.
Computer Vision & Image Processing
Our computer vision & image processing services enable companies to intelligently analyze visual data and gain valuable business insights.
By using state-of-the-art AI technologies, we automate visual recognition and analysis processes that previously required manual work and open up new areas of application for image-based decisions.
With our holistic consulting approach, we support you throughout the entire life cycle of your computer vision projects — from the initial analysis of potential and strategic design through to seamless integration into your existing IT landscape and long-term operation.
Our team of experts combines in-depth knowledge of deep learning and image processing with industry-specific expertise to develop customized solutions that meet your specific requirements.
Industrial quality control
Our AI-supported visual inspection systems are revolutionizing quality assurance in production processes. By combining high-resolution camera systems with specialized deep learning models, we develop solutions that reliably detect defects, anomalies and quality deviations — often with greater accuracy than the human eye. Our systems integrate seamlessly into existing production lines, enable real-time inspection and contribute to significant cost savings through reduced reject rates and improved product quality.
Biometric authentication & facial recognition
We implement secure biometric authentication systems in strict compliance with GDPR and other data protection regulations. Our facial recognition solutions combine highly accurate recognition algorithms with robust security measures such as liveness detection and encrypted data storage. We place particular emphasis on ethically responsible implementations with transparent data protection concepts and integrate advanced anonymization and pseudonymization techniques to protect privacy.
Intelligent document processing & OCR
Our intelligent OCR (Optical Character Recognition) solutions transform document processing through automated text extraction and analysis. We develop customized systems that not only extract text from a wide variety of document types, but can also understand and structure contextual information. From automated invoice processing and the digitization of old files to the recognition of handwritten notes — our OCR solutions increase the efficiency of your document-based processes and extract valuable information from unstructured data.
Video analysis & surveillance
Our video analytics solutions enable the automated analysis of video streams for security and business applications. We implement intelligent systems for motion detection, people counting, behavior analysis and anomaly detection in real time. Our solutions support both proactive security monitoring and business applications such as customer flow analysis in retail or process optimization in logistics. All implementations are carried out in strict compliance with data protection regulations and with transparent usage guidelines.
3D image processing & scene reconstruction
We develop advanced solutions for 3D image processing and scene reconstruction from 2D images or depth sensor data. Our systems enable precise spatial measurements, 3D object recognition and the virtual reconstruction of physical environments. From industrial quality control to augmented reality applications and autonomous navigation — our 3D image processing solutions open up a new dimension of visual data analysis and enable innovative applications that go beyond the limits of classic 2D image processing.
Your advantages
- Automation of manual processes: Reduce time-consuming visual inspection and recognition tasks with precise AI-supported image analysis.
- Increased quality and consistency: Achieve consistently high recognition rates without human fatigue and subjective evaluations.
- Cost efficiency: Lower operating costs through optimized processes and reduce error rates in production and processing sequences.
- Scalability: Process large amounts of visual data in real time with consistent performance and flexible scaling.
- Data protection compliant implementation: Benefit from computer vision solutions that meet strict European data protection standards and uphold ethical principles.
- New business potential: Open up innovative areas of application and competitive advantages through intelligent image analysis.
Tools & Platforms
- Deep learning frameworks: TensorFlow, PyTorch, Keras, ONNX — Powerful frameworks for the development and implementation of specialized computer vision models
- Computer vision libraries: OpenCV, scikit-image, SimpleCV, Pillow — Comprehensive toolkits for classic and modern image processing tasks
- Cloud platforms: AWS Rekognition, Google Cloud Vision, Microsoft Azure Computer Vision, IBM Watson Visual Recognition — scalable cloud services for rapid implementations
- Edge computing solutions: NVIDIA Jetson, Intel OpenVINO, Google Coral, Qualcomm AI Engine — Optimized hardware and software for computer vision at the network edge
- Special hardware: Industrial camera systems, thermal imaging cameras, depth sensors, 3D scanners — high-quality image capture devices for various application scenarios
With our computer vision & image processing solutions, we are transforming the way companies use and evaluate visual data. Our interdisciplinary team of computer vision specialists, deep learning experts and industry experts will accompany you from the concept phase through prototype development to productive implementation. We place particular emphasis on robust, practical solutions that integrate seamlessly into your existing systems and deliver measurable business results.
Generative AI & Conversational AI
Our Generative AI & Conversational AI services enable companies to unlock the transformative potential of intelligent language systems and generative technologies for their specific business needs.
With customized AI solutions, we automate communication processes, increase the productivity of your employees and create new, innovative customer interactions.
Our holistic consulting approach accompanies you throughout the entire life cycle of your AI projects — from the initial analysis of potential and strategic design through to seamless integration into your existing IT landscape and long-term operation.
Our agile methodology allows us to react flexibly to changing requirements and enables step-by-step development that combines continuous progress with manageable risk.
GenAI solutions
We develop and integrate customized generative AI models that enable text generation, image generation and creative applications for your business. Our GenAI solutions are based on advanced Large Language Models and can be customized to your specific requirements. From the automated creation of marketing content to the generation of product descriptions and the development of creative design elements — we implement generative AI systems that automate manual processes and expand the creativity of your teams.
Chatbots and voicebots
We implement intelligent dialog systems that understand natural language and respond appropriately to customer requests. Our chatbots and voicebots integrate seamlessly into your existing communication channels — from corporate websites and social media to telephone systems. Using advanced natural language processing, our bots recognize customer intentions, have contextual conversations and provide accurate responses. They can automate simple routine inquiries as well as recognize complex requests and escalate them to human employees when needed.
RAG applications
We develop specialized Retrieval Augmented Generation (RAG) systems that make your company’s internal data efficiently usable for generative AI applications. Our RAG solutions combine the strengths of large language models with precise information retrieval systems to generate contextually relevant and factually correct answers based on your own data sources. This makes it possible to build AI applications that not only answer generically, but also incorporate company-specific knowledge from internal documents, knowledge databases and structured data sources — ideal for knowledge management, technical support and internal information systems.
AI assistants
We implement intelligent assistance systems that support your employees in their daily tasks and automate recurring processes. Our AI assistants can be integrated into existing work environments such as Microsoft Teams, Slack or company portals and provide contextual support in real time. From automated responses to internal queries and research support to intelligent scheduling and prioritization, our AI assistants increase the productivity of your teams and allow them to focus on value-adding tasks.
Multimodal AI systems
We develop advanced multimodal AI solutions that can process different types of data such as text, images, audio and structured data in combination. These systems enable complex use cases such as the analysis of product images with simultaneous consideration of customer feedback, the creation of visual representations based on textual descriptions or the comprehensive analysis of meeting recordings. By integrating different modalities, we create AI systems that enable a deeper understanding of complex information and offer holistic solutions for demanding business requirements.
Enterprise AI governance
We support you in developing robust governance frameworks for the responsible use of generative AI in your company. Our experts help you to define clear guidelines for the use of AI systems, identify potential risks and implement suitable control mechanisms. From developing ethical guidelines and implementing content moderation to ensuring data protection and compliance, we ensure that your AI initiatives are implemented responsibly, transparently and in line with regulatory requirements.
Your advantages
- Increased efficiency: Automation of repetitive tasks and acceleration of processes through intelligent AI systems.
- Improved customer experience: 24/7 availability, fast response times and personalized interactions through Conversational AI.
- Knowledge democratization: Company-wide access to information and expertise through intelligent RAG systems.
- Cost reduction: Significant savings through automation of support requests and internal processes.
- Scalability: Flexible adaptation to increasing requirements without proportional personnel requirements.
- Innovation potential: Opening up new business models and creative use cases through generative AI technologies.
Tools & Platforms
- Generative AI models: GPT‑4, Claude, Gemini, Llama, Stable Diffusion — Powerful foundation models for text and image generation with various specializations
- Conversational AI frameworks: Rasa, Botpress, Microsoft Bot Framework, Dialogflow, Amazon Lex — Flexible platforms for the development of intelligent dialog systems
- Vector Databases: Pinecone, Weaviate, Milvus, Chroma, Qdrant — Specialized databases for efficient embedding management in RAG applications
- Deployment & Orchestration: Kubernetes, Docker, MLflow, Seldon Core, BentoML — tools for the scalable provision and management of AI services
- Monitoring & Evaluation: Weights & Biases, TruEra, WhyLabs, Evidently, Giskard — frameworks for monitoring and quality assurance of AI systems
With our Generative AI & Conversational AI solutions, we transform the way companies interact with customers and employees and use knowledge. Our interdisciplinary team of AI specialists, conversational designers and industry experts will support you from the initial concept development and technical implementation through to the continuous operation and optimization of your AI systems. We place particular emphasis on the responsible use of these technologies and develop solutions that are not only technologically advanced, but also support your business goals in the long term and deliver measurable results.
AI innovation lab
Our AI innovation lab provides a structured framework for developing pioneering AI solutions and exploring new applications for your company. We combine state-of-the-art AI technologies with agile innovation methods to offer you a safe space for experimentation and at the same time achieve practical, value-adding results. As a central interface between theoretical research and concrete application, our AI innovation lab helps your company to gain a strategic advantage in digital competition.
Proof-of-concept workshops
In our interactive workshops, we work together to develop and validate new AI use cases for your company. The close collaboration between your experts and our AI specialists results in innovative solutions that are directly tailored to your specific business requirements and generate immediate added value.
Technology showcases
We demonstrate current AI technologies in practical scenarios to give you a concrete impression of the possibilities and limitations of different approaches. These vivid demonstrations help you to make informed decisions about the use of AI technologies in your company and to recognize innovation potential.
Innovation Sprints
Our intensive development phases focus on specific challenges in your company and deliver tangible results in a short space of time. Through the focused use of interdisciplinary teams and the application of established design thinking methods, we develop innovative AI-supported solutions that can be integrated directly into your business context.
Co-Creation
Collaborative development of tailor-made AI solutions with our clients is at the heart of how we work. We believe that the best results come from close collaboration between our experts and your specialists. This participative approach ensures that your employees’ domain knowledge is combined with our technological know-how to create solutions that are optimally tailored to your business requirements. Through joint workshops, regular feedback loops and transparent communication, we not only promote the quality of the solutions developed, but also their acceptance within your organization.
Your advantages
- Reduced innovation risk: Through structured experiments and iterative development cycles, we minimize the financial and technical risk when introducing new AI technologies.
- Accelerated market launch: Our agile approach significantly shortens the path from idea to marketable product and gives you a competitive edge.
- Practical technology testing: Test AI solutions in realistic scenarios before making major investments.
- Competence building: Your employees acquire valuable knowledge in the field of AI and data science during the joint projects.
- Cultural transformation: The collaboration promotes an innovation-friendly corporate culture and increases openness to digital change processes.
Tools & Platforms
- AI development environments: TensorFlow, PyTorch, Azure ML, AWS SageMaker, H2O.ai — Leading frameworks and platforms for the development and implementation of machine learning and deep learning models
- Prototyping tools: Figma, Adobe XD, Sketch, InVision — Powerful design and visualization tools for the rapid creation of interactive prototypes
- Collaboration platforms: MIRO, Confluence, Microsoft Teams, Slack, JIRA — digital tools for efficient collaboration and transparent project management
- Open source technologies: Jupyter Notebooks, Scikit-learn, Hugging Face Transformers, Streamlit — Flexible and cost-effective solutions for data analysis and model development
- Visualization tools: Tableau, Power BI, D3.js, Plotly — Powerful solutions for the preparation and interactive presentation of complex data and analysis results
Our AI innovation lab combines creative brainstorming with structured implementation, making it the ideal platform for your digital transformation. With our expertise, we accompany you on the path to innovative, AI-supported business models and processes that secure sustainable competitive advantages for your company.
AI expert team
Our interdisciplinary team of AI experts combines in-depth technical know-how with sound business understanding. We bring together highly specialized experts who have mastered the complex landscape of artificial intelligence and use this expertise specifically for your business success. With a holistic understanding of the technological, ethical and economic aspects of AI, we support you from strategic planning through to the successful implementation and sustainable operation of your AI solutions.
Data Scientists
Our specialists in advanced data analysis and model development transform your data into valuable insights and predictive models. With in-depth knowledge of statistics, machine learning and deep learning, they develop customized algorithms that are tailored to your business requirements. From data preparation, model training and validation to continuous optimization, our data scientists ensure that your AI systems are precise, efficient and scalable and create measurable added value for your company.
AI architects
Our experts for designing scalable AI infrastructures create robust and future-proof architectures for your AI systems. They combine a deep understanding of the latest AI technologies with profound knowledge of system architectures, data management and cloud infrastructures. Our AI architects take performance, scalability, security and maintainability requirements into account to create holistic solutions that can be seamlessly integrated into your existing IT landscape and grow with your company.
MLOps engineers
Our ML model operationalization experts bridge the gap between development and production. They implement automated pipelines for continuous integration and deployment (CI/CD) of AI models and ensure that your solutions are reliable, maintainable and scalable in production. By using modern MLOps practices and tools, they optimize the efficiency of the entire AI lifecycle — from model development and deployment to monitoring and updating during operation.
Industry experts
Our consultants with a deep understanding of specific business areas ensure that your AI solutions are not only technically excellent, but also optimally aligned with your industry requirements. They know the specific challenges, regulatory frameworks and competitive factors in your industry and help you to strategically deploy AI where it offers the greatest added value. Our industry experts act as a bridge between technology and business, ensuring that AI projects are aligned with your overall business objectives.
AI ethicist
Our specialists for responsible and compliant AI use ensure that your AI systems follow ethical principles and meet regulatory requirements. They analyze potential risks such as bias in training data, lack of transparency or unintended consequences and develop measures to mitigate them. Our AI ethicists implement frameworks for responsible AI and ensure that your solutions are not only efficient, but also fair, transparent, inclusive and compliant with relevant regulations such as the planned EU AI regulation.
Cybersecurity experts
Our experts for securing AI applications to the highest standards protect your AI systems against growing threats. They identify potential vulnerabilities in AI models and infrastructures and implement multi-layered security concepts to protect sensitive data and algorithms. Through continuous security audits, penetration tests and the implementation of security-by-design principles, our cybersecurity experts ensure that your AI solutions are resilient against attacks and meet the highest security standards.
Your advantages
- Interdisciplinary expertise: Access to a comprehensive team of experts covering all aspects of modern AI projects — from data strategy and model development to secure implementation.
- Practice-oriented implementation: Focus on practical solutions instead of theoretical concepts in order to generate measurable business value quickly.
- Scalable solutions: Development of AI architectures that grow with your requirements and adapt flexibly to changing business conditions.
- Risk minimization: Comprehensive consideration of security, compliance and ethical aspects to minimize technical and business risks.
- Knowledge transfer: Targeted development of AI skills in your company through training and mentoring by our experts.
- Accelerated value creation: Faster implementation and operationalization of AI solutions through proven methodologies and best practices.
Tools & Platforms
- Machine Learning & Deep Learning: TensorFlow, PyTorch, scikit-learn, Keras, Hugging Face Transformers — Comprehensive frameworks for the development and implementation of AI models of varying complexity
- Cloud & Infrastructure: AWS SageMaker, Google Vertex AI, Azure ML, Kubeflow, MLflow — Powerful platforms for the development, deployment and management of AI applications in the cloud
- MLOps & Automation: GitHub Actions, Jenkins, Airflow, Argo CD, Seldon Core — tools for automating development, testing and deployment processes for AI models
- Data analysis & preparation: Pandas, NumPy, Spark, Dask, Great Expectations — Efficient frameworks for processing, cleansing and transforming large amounts of data
- Monitoring & Observability: Prometheus, Grafana, TensorBoard, Weights & Biases — Comprehensive tools for continuous monitoring and analysis of AI systems in productive use
- AI Security & Governance: Adversarial Robustness Toolbox, AI Fairness 360, Model Cards, SHAP — Specialized tools to ensure fairness, transparency and safety in AI systems
Our team of AI experts combines complementary expertise to provide you with the highest level of technological excellence and business relevance. We see ourselves not only as a technology supplier, but also as a strategic partner on your path to AI-supported business transformation. With our holistic approach, we accompany you from the initial idea to the successful implementation and continuous optimization of your AI solutions.
AI governance, security & compliance
Our comprehensive AI governance services ensure that your AI systems are not only powerful and innovative, but also meet the highest safety, ethics and compliance standards. We implement robust governance frameworks that ensure transparency, accountability and compliance at all stages of your AI lifecycle. Our holistic approach minimizes risk, promotes responsible innovation and builds trust with customers, employees and regulators.
GDPR compliance
We ensure full compliance with European data protection standards in all AI implementations. Our experts conduct detailed Data Protection Impact Assessments (DPIA), implement appropriate technical and organizational measures and ensure that your AI systems respect the principles of data minimization, purpose limitation and data subject rights. Through continuous review and adaptation, we ensure that your AI solutions always remain GDPR-compliant, even in the event of regulatory changes.
Privacy by design
We integrate data protection principles into your AI systems right from the start of development. This proactive approach ensures that privacy is not an afterthought, but a fundamental design principle. Our experts define and implement privacy-by-design requirements at every stage of the AI lifecycle — from data collection and processing to model development, deployment and monitoring. Through this early integration, we avoid costly rework and create privacy-friendly AI solutions from the ground up.
Data economy
We minimize data collection to the extent necessary, thereby reducing both compliance risks and infrastructure costs. Our specialists analyze your data requirements, identify redundant or non-essential data attributes and implement data reduction strategies. Using techniques such as data filtering, aggregation, anonymization and pseudonymization, we ensure that your AI systems get by with a minimum of personal data and are still precise and efficient.
Transparency
We ensure clear communication about data use and algorithmic decision-making. Our experts develop understandable privacy policies, terms of use and information materials that make complex AI processes comprehensible for end users. By using explainability tools and implementing transparency mechanisms, we make algorithmic decisions comprehensible and thus promote trust in your AI systems among all stakeholders.
Industry-specific compliance
We take into account special regulatory requirements for various sectors such as finance, healthcare or critical infrastructure. Our compliance experts have in-depth knowledge of industry and sector-specific regulations and standards such as PCI DSS, HIPAA, MiFID II, Basel IV or the EU AI Regulation. By precisely adapting our governance frameworks to your specific regulatory context, we ensure that your AI solutions comply with all relevant regulations and minimize legal risks.
Your advantages
- Legal certainty: Minimization of legal risks through proactive compliance with all relevant data protection and industry regulations.
- Confidence building: Strengthening the trust of customers, employees and stakeholders through transparent and ethical AI practices.
- Competitive advantage: Positioning as a responsible company in an increasingly regulated market environment.
- Scalable compliance: Future-proof governance frameworks that grow with new regulatory requirements and AI applications.
- Risk minimization: Early detection and addressing of compliance and reputational risks in AI systems.
- Increased efficiency: Optimized data storage and processing through principles of data economy and earmarked data use.
Tools & Platforms
- Data protection management: OneTrust, BigID, DataGrail, Securiti.ai — Comprehensive platforms for managing data protection processes, data subject rights and compliance workflows
- AI governance frameworks: IBM AI Fairness 360, Responsible AI License, Model Cards, Datasheets for Datasets — Structured methods and tools for the documentation and evaluation of AI models
- Anonymization tools: ARX Data Anonymization Tool, Privitar, Statice, Privacy Analytics — Specialized solutions for the anonymization and pseudonymization of sensitive data
- Audit & Monitoring: AI Explainability 360, LIME, SHAP, InterpretML — tools for explainability, monitoring and auditing of AI models
- Compliance management: Hyperproof, MetricStream, LogicGate, SAI360 — platforms for the automation of compliance processes and the integration of regulatory requirements
- Open source alternatives: PyDP (Python Differential Privacy), OpenMined, TensorFlow Privacy, Awesome Privacy — Cost-efficient solutions for integrating data protection functions into AI systems
Our AI governance, security and compliance services form the foundation for the responsible and sustainable use of AI in your company. We combine technical expertise with in-depth regulatory knowledge to not only ensure compliance, but also establish trust and transparency as strategic competitive advantages. With our support, your AI systems will become drivers of ethical innovation and sustainable business success.
AI ethics and responsible use
Our AI ethics and responsible use services provide a comprehensive framework for the development and deployment of ethically sound AI systems. We help organizations integrate ethical principles into their AI strategies and establish responsible AI practices. Our team of experts develops customized frameworks to ensure that your AI systems are not only technically excellent, but also ethically sound and socially acceptable.
Explainability
We promote comprehensible and interpretable AI decisions by using state-of-the-art Explainable AI (XAI) technologies. Our experts help you to find the right compromise between model complexity and interpretability and implement customized explainability layers for your AI systems. By integrating methods such as SHAP, LIME, feature attribution or attention-based visualization techniques, we make complex algorithms transparent and comprehensible for various stakeholders — from technical teams to end users.
People-centered approach
We design AI to support, not replace, human decision-making and promote harmonious human-AI collaboration. Our experts develop interaction models in which AI systems complement and augment human capabilities rather than replace them. By carefully defining task distributions, implementing appropriate human oversight and designing intuitive human-machine interfaces, we create AI solutions that respect human autonomy and provide real value to users and organizations.
Ethical guidelines
We support the development of and compliance with clear ethical principles for AI applications that are tailored to your specific business requirements and values. Our governance experts will guide you through the formulation of comprehensive ethical guidelines and the establishment of ethics committees or oversight bodies. By integrating ethical principles into development processes, training programs and performance evaluations, we ensure that ethical considerations are not only documented, but actually lived and anchored in the daily AI practice of your company.
Regular review
We establish processes to continuously assess the ethical implications of implemented AI systems throughout their lifecycle. Our experts develop structured audit frameworks and conduct regular ethics assessments to ensure that your AI systems continue to meet ethical requirements in the long term. By implementing ongoing monitoring mechanisms, regular stakeholder consultations and systematic impact analyses, we help you to identify ethical risks at an early stage and address them proactively — even in the event of changing business requirements or social expectations.
Your advantages
- Trustworthy AI: Strengthening the trust of customers, employees and stakeholders through ethically sound AI systems.
- Risk minimization: Early identification and addressing of ethical risks before they become reputational or business-damaging problems.
- Sustainable added value: Development of AI solutions that create long-term business value and are socially acceptable.
- Competitive differentiation: Positioning as an ethically responsible company in an increasingly critical market environment.
- Higher acceptance: Increasing user acceptance through transparent, fair and human-centered AI systems.
- Future security: Preparation for upcoming regulatory requirements for ethical AI, as provided for in the EU AI Regulation.
Tools & Platforms
- Bias Detection & Mitigation: IBM AI Fairness 360, Aequitas, FairLearn, What-If Tool — special tools for detecting and reducing bias in AI models
- Explainable AI (XAI): SHAP, LIME, InterpretML, ELI5, Alibi — Advanced frameworks to explain complex model decisions for different stakeholders
- Ethical frameworks: EU Ethics Guidelines for Trustworthy AI, OECD AI Principles, IEEE Ethically Aligned Design — Internationally recognized standards and guidelines for ethical AI development
- Impact Assessment: Data Ethics Canvas, Algorithmic Impact Assessment Framework, Ethics & Algorithm Toolkit — Structured methods for assessing the ethical impact of AI systems
- Governance Tools: Microsoft RAI Toolbox, Google Model Cards, Datasheets for Datasets — documentation and governance tools for responsible AI development
- Open source innovations: AI Ethics Tool Kit, Deon, AllenNLP Interpret — Flexible and cost-effective solutions for integrating ethical principles into AI development processes
Our approach to AI ethics and responsible use combines sound ethical principles with practical feasibility. We help you to use ethical considerations not as an obstacle but as a strategic advantage and to develop AI systems that generate both business value and social impact. With our support, your company will become a pioneer for trustworthy and ethically sound artificial intelligence — a decisive competitive advantage in an increasingly critical and regulated digital world.
IT security for AI systems
Our specialized IT security services for AI systems provide comprehensive protection for your AI investments against the growing landscape of emerging threats. We combine in-depth knowledge of AI-specific security risks with proven cybersecurity practices to develop customized security concepts that cover the entire AI lifecycle — from data acquisition to model training and production deployment. With a multi-layered security approach, we protect your valuable AI resources and ensure the integrity, availability and confidentiality of your AI-based business processes.
Data sovereignty
We ensure control over your sensitive business data through modern data protection technologies and robust governance measures. Our security experts implement comprehensive data classification, encryption and access control systems that cover the entire data lifecycle. We support you in establishing clear data usage policies and implementing technical controls that enforce compliance with these policies. By using data lineage tracking, detailed audit logs and advanced data masking, we ensure that you retain full transparency and control over your data at all times.
Attack resistance
We protect your AI systems against adversarial attacks and other AI-specific threats with specialized defence mechanisms. Our security experts carry out systematic vulnerability analyses and implement robust defense strategies against targeted attacks such as model inversion, membership inference or data poisoning. Through regular penetration tests and red team exercises, we check the resilience of your AI systems under realistic threat scenarios. With techniques for defensive programming, input validation and adversarial training, we increase the robustness of your models and minimize the attack surface for potential attackers.
Zero Trust Architecture
We implement strict access controls and authentication mechanisms according to the principle “Never trust, always verify”. Our experts design tailor-made zero-trust architectures for your AI infrastructure that ensure continuous authentication, authorization and encryption at all levels. Through the fine-grained definition of access privileges, the establishment of least privilege principles and the implementation of multi-factor authentication, we create a multi-layered security system that effectively prevents unauthorized access to your AI resources and limits the impact of potential security breaches.
Continuous security monitoring
We ensure proactive monitoring for suspicious activities and security incidents through specialized AI security monitoring solutions. Our security operations experts implement comprehensive monitoring systems that capture and analyze AI-specific indicators of compromise. By integrating AI monitoring into existing SIEM (Security Information and Event Management) solutions and developing customized dashboards and alerting mechanisms, we enable early detection of potential security threats. With automated response processes and defined incident response plans, we ensure that security incidents are addressed quickly and effectively.
Your advantages
- Comprehensive protection: Covering all security-relevant aspects of the AI lifecycle from data acquisition to productive use.
- Risk minimization: Significant reduction of security risks through specialized defensive measures against AI-specific threats.
- Compliance security: Compliance with legal and regulatory requirements for the security of AI systems and data.
- Trustworthiness: Increasing the trust of customers and partners through demonstrably secure AI systems.
- Knowledge transfer: Building internal safety skills for AI through training and best-practice sharing.
- Competitive advantage: Positioning as a pioneer in the safe use of AI technologies.
Tools & Platforms
- Model attack simulators: Adversarial Robustness Toolbox (ART), Cleverhans, Foolbox, TextAttack — Specialized frameworks for simulating attacks on AI models and evaluating their robustness
- Model protection: TensorFlow Privacy, PyTorch Crypten, OpenMined, CrypTen — Advanced libraries for differential privacy, federated learning and encrypted computation
- Safety monitoring: Elastic Stack, Splunk, Darktrace, Microsoft Sentinel — Powerful SIEM solutions with specialized modules for detecting anomalies in AI systems
- Access control: Azure AD, Okta, Keycloak, Vault by HashiCorp — Robust solutions for identity and access management with fine-grained control options
- Data governance: Collibra, Informatica, Apache Atlas, OneTrust — Comprehensive platforms for data cataloging, lineage tracking and policy management
- Open source security tools: OWASP ML Top 10, MLSec Project, TensorFlow Model Analysis — Cost-efficient solutions for basic security requirements of AI systems
Our AI ethics and responsible use services provide a comprehensive framework for the development and deployment of ethically sound AI systems. We help organizations integrate ethical principles into their AI strategies and establish responsible AI practices. Our team of experts develops customized frameworks to ensure that your AI systems are not only technically excellent, but also ethically sound and socially acceptable.
EU AI Act & Compliance
The EU AI Act, which was passed in 2024, sets clear framework conditions for the use of AI systems. Our experts support you in complying with all regulatory requirements and guide you through the complex process of EU AI Act compliance. With a practice-oriented approach, we help you to translate legal requirements into specific technical and organizational measures and make your AI systems future-proof and legally compliant.
Documentation
We support you in creating the necessary technical documentation that meets the requirements of the EU AI Act. Our specialists develop structured documentation templates and support you in systematically recording all relevant information about your AI systems. From the description of the development process to the data sets used and risk management measures — we ensure that your documentation is complete, precise and suitable for audits by the authorities. With our support, the documentation obligation is transformed from an annoying burden into a valuable tool for quality assurance and transparency of your AI systems.
Transparency
We implement transparency mechanisms in accordance with the requirements of the EU AI Act to ensure the necessary disclosure to users. Our experts develop customized solutions for transparent communication with end users, including understandable guidance on AI usage, information on performance limitations and potential risks. We implement technical mechanisms for the traceability of AI decisions and create user-friendly documentation. By cleverly integrating transparency mechanisms into your user interfaces, you not only meet regulatory requirements, but also strengthen your customers’ trust in your AI applications.
Human supervision
We support you in designing appropriate oversight structures for AI systems in accordance with the requirements of the EU AI Act. Our governance experts develop clear responsibilities, escalation paths and intervention mechanisms for human oversight of your AI systems. We design user-friendly interfaces that enable human reviewers to understand, evaluate and intervene in AI decisions where necessary. By integrating human-in-the-loop concepts into your AI processes, we not only ensure regulatory compliance but also improve the quality and acceptance of your AI-based decisions.
Continuous review
We establish processes to regularly check compliance with the changing requirements of the EU AI Act. Our compliance experts develop systematic audit plans and implement monitoring mechanisms that enable continuous monitoring of the compliance of your AI systems. Through regular reviews, automated compliance checks and proactive updates to your compliance strategies, we ensure that your AI applications remain legally compliant even as regulatory requirements change. With our approach to continuous compliance assurance, you minimize legal risks and create a solid basis for the sustainable use of AI technologies in your company.
Your advantages
- Legal certainty: Minimization of legal risks through comprehensive compliance with all requirements of the EU AI Act.
- Competitive advantage: Positioning as a trustworthy and legally compliant provider or user of AI technologies.
- Cost efficiency: Avoid expensive rework by integrating compliance requirements into the development process at an early stage.
- Market access: Ensuring the marketability of your AI products in the European Economic Area.
- Risk minimization: Systematic identification and addressing of compliance risks prior to market launch.
- Future security: Establishing sustainable compliance processes that can adapt to future requirements.
Tools & Platforms
- Compliance management: OneTrust GRC, MetricStream AI Governance, Qmulos, IBM OpenPages — Comprehensive platforms for managing regulatory requirements and compliance processes
- Risk assessment tools: EU AI Act Risk Assessment Toolkit, AI Risk Management Framework (NIST), AI Risk & Impact Assessment — Specialized frameworks for the systematic assessment of AI risks
- Transparency & explainability: LIME, SHAP, InterpretML, AI Explainability 360 — Technical solutions for explaining AI decisions and increasing transparency
- Documentation tools: Datasheets for Datasets, Model Cards, Documentation for Machine Learning Projects — Structured templates and tools for regulatory compliant documentation
- Audit & Monitoring: Fairness Indicators, TensorBoard, ML Test Score, AI Verification Tools — solutions for continuous verification and monitoring of AI systems
- Open source alternatives: Open Ethics Framework, Responsible AI Toolbox, Free EU AI Act Compliance Checklist — cost-efficient solutions for basic compliance requirements
Our EU AI Act compliance services combine in-depth regulatory knowledge with technical expertise and practical experience. We translate complex legal requirements into actionable measures and guide you through the entire compliance process — from initial risk assessment to ongoing compliance assurance. With our support, compliance with the EU AI Act becomes not just a legal necessity, but a strategic advantage in an increasingly regulated market environment.
Our AI expertise for your industry
Customized AI solutions for sustainable competitive advantages in your market segment
Our practical approach to AI projects
01. requirements analysis
- Process analysis and review of the “data world”
- Receiving requirements and understanding the data, input/output
- Definition of IT target image and solution concept
02 Reporting & performance measurement
- Analysis of success (e.g. error rate), validation of business case
- Decision regarding the pursuit of further use cases
- Definition of requirements
- Transition to Application Lifecycle Management
03. implementation
- Definition, adaptation and creation of IT components (agile approach)
- Integration into the existing IT landscape (establishing connectivity between the customer’s system and the AI platform)
- Testing and GoLive
04 Application Lifecycle Management
- Stabilization through professional IT and user support
- Continuous improvement and application life cycle management
- Regular review of functionality and improvement
The path to AI maturity: shaping transformation
01 Starting signal in the direction of AI
- Analysis of your current situation and data infrastructure
- Developing an understanding of AI potential
- Identification of the first promising use cases
02. targeted experimentation
- Selection and implementation of proof-of-concepts
- Development of initial AI capabilities in the company
- Collection of experiences and lessons learned
03. development of company-wide AI expertise
- Standardization of AI development and operating processes
- Development of internal AI teams and competencies
- Development of a company-wide AI strategy
04 AI expertise as part of the DNA of companies
- AI as an integral part of the corporate strategy
- Data-driven decision-making at all levels
- Continuous innovation through AI
