AI systems for better decisions
Connect data. Use knowledge. Improve decisions.
TVG – Technische Visualistik GmbH develops AI systems from Magdeburg, Germany, connecting data, documents, DIN standards, sensor information and expert knowledge. Our systems support companies, public institutions and research partners across Germany.
Services
We connect structured and unstructured information in a shared knowledge and decision space. Depending on the task, we combine RAG, knowledge graphs, data fusion, sensor fusion and agentic AI workflows.
Decision-support systems combine data, expert knowledge and decision logic. They provide relevant information in a traceable form and support domain experts in complex decisions.
RAG systems access knowledge from documents, DIN standards and internal data sources with direct source references. Knowledge graphs connect terms, requirements and relationships in a structured knowledge model.
Data fusion combines measurement, process, sensor and contextual data into a unified information picture. AI models identify patterns, deviations and relevant relationships for forecasts and assessments.
Sensor fusion and multimodal AI combine image, sensor, text and process data. This enables technical states to be captured comprehensively and assessed within their context.
Agentic AI systems coordinate models, tools, data sources and domain logic across defined workflows. Knowledge engineering provides the structured knowledge and data models behind them.
We integrate AI and knowledge systems into existing data, process and IT landscapes and continuously develop them as requirements evolve.
Experience and industries
"TVG developed an exceptionally powerful classifier for us that exceeded our expectations. We were particularly impressed by the competent and reliable collaboration throughout the entire project. The team understood our problem quickly and precisely and delivered a solution that clearly stands apart from previous approaches. For us, TVG is a trusted, long-term partner!"
References
These examples show typical challenges, methods and solution approaches from our projects in industry, standards and research.
For digital standards workflows, we use AI to unlock DIN standards: requirements are extracted, semantically structured and connected with expert knowledge. This creates machine-actionable standards knowledge for research, analysis and decision processes.
We connect measurement, process and experience data to identify adaptation needs early and support decisions in vehicle engineering.
We connect sensor data, image information and process context to assess quality states directly during operation.
RAG systems connect AI models with internal documents, data sources and expert knowledge and deliver evidence-based, context-aware information for domain decisions.
We analyze high-speed recordings of electrolysis processes to evaluate bubble formation on different substrates and make efficiency differences visible.
We reconstruct particle trajectories in air flows to make vortex formation visible and evaluable for gas turbine optimization.
Workflow
We jointly analyze decision processes, data sources and expert knowledge. The result is an AI system that connects information, makes results traceable and integrates into existing workflows.
Capture and structure domain workflows, decision logic and relevant information sources together.
Consolidate heterogeneous information, enrich it semantically and model it as a reliable knowledge base.
Build a focused prototype that validates data access, knowledge logic and decision support at an early stage.
Extend functionality step by step in the real operating environment and optimize it through user feedback.
Integrate AI, data and knowledge components into existing IT landscapes through defined interfaces.
Document and evolve models, knowledge bases, interfaces and system logic in a traceable way.
TVG – Technische Visualistik GmbH combines technological expertise in Magdeburg with projects and partnerships across Germany. We develop AI systems for decision support, RAG, knowledge graphs, data fusion, sensor fusion and agentic workflows. We focus on connecting data, DIN standards and expert knowledge into production-ready information and decision-support systems for industry, public administration and research. As part of the Technische Visualistik group, we work closely with our sister company GTV – Gesellschaft für Technische Visualistik mbH in Dresden. You can find an overview of the group at www.visualistik.de.