AI for transparent decision–making and adaptive systems
ATB develops and investigates AI–supported solutions that analyse data, identify correlations and assist people or technical systems in decision–making. The focus is on clearly defined tasks, suitable data and robust integration into the respective application context.
How we support you
- Jointly clarify use cases, data availability and success criteria
- Examine the feasibility and limitations of suitable AI methods
- Develop models for analysis, forecasting and decision support
- Integrate adaptive and autonomous functions into technical systems
- Validate results through testing, monitoring and expert evaluation
- Test prototypes under realistic operating conditions
From the initial question to a proven system
Clarify the use case → Evaluate data → Select methods → Develop a prototype → Test in context → Prepare for deployment
Thematic building blocks
| Building block | Contribution |
|---|---|
| Data analysis and machine learning |
Recognising patterns, evaluating states and forecasting developments |
| Decision support | Providing information and options for action in a context-appropriate manner |
| Adaptive systems | Adapting system behaviour to context, state or changing requirements |
| Autonomous functions | Independently planning or executing clearly defined tasks |
| Reliable AI | Documenting data, model behaviour, limitations and quality criteria in a transparent manner |