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. This creates traceable foundations for decisions in industry, public administration and research.
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.
Research & Innovation
Alongside our commercial engineering solutions, TVG actively participates in publicly funded collaborative research projects. We develop next-generation technologies for complex processes, computer vision, and data-driven assistance systems.
Subproject: AI-assisted detection and prevention of social stress. TVG is responsible for the AI-assisted detection and prevention of social stress in dairy herds. This makes digital herd information usable for stress prevention.
Subproject: Registration of adhesive beads. TVG is responsible for the registration of adhesive beads. This supports the project goal of more efficient adhesive dispensing.
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.
In an initial conversation, we clarify your decision challenge, which data, documents and knowledge sources are already available, and which next steps are technically and professionally appropriate.
Email: info@visualistik.eu
As part of Technische Visualistik, TVG works closely with its sister company GTV – Gesellschaft für Technische Visualistik mbH in Dresden. More at www.visualistik.de.