MCP server: The connecting fabric between AI, data and tools
MCP securely connects AI with files, APIs and systems – for automated, traceable workflows in industry and IT.
Technical Articles
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(Agile) Software Development
Data Science and AI
Industry 4.0
Intelligent Transport Systems
Medical Informatics
Software Reengineering
Hyperparameter optimization
Hyperparameter optimization (HPO) transforms production planning. Achieve measurable added value: better plans, shorter lead times and fewer delays thanks to the automatic optimization of complex algorithms.
Anomaly detection in industrial image data
AI enables new forms of automated quality assurance – with enormous potential, but also practical hurdles in terms of data availability, model architecture and system integration.
Quantum Machine Learning
Quantum Machine Learning (QML) combines quantum computing with AI and promises revolutionary advances in data-intensive areas such as medicine, industry and finance. Despite technical hurdles, QML is considered a key technology of the future.
Between hype and real potential: AI in software development
The rapid development of artificial intelligence (AI) is revolutionizing software development. Companies are integrating AI to improve products, speed up development processes and offer unique solutions. However, data protection, security and intellectual property remain key challenges.
My data My language model
Workflows can be improved through the (partial) automation of tasks such as the creation of documents. Customer service can also be optimized through AI-supported personalization. The provision of data insights by AI systems also helps to optimize processes. Large language models (LLMs) such as ChatGPT offer a wide range of promising applications for this.