Dependable AI: Robust – Explainable – Measurable

Why is dependable artificial intelligence relevant for companies?

Faulty AI systems with incorrect outputs can lead to serious errors and incur enormous costs. The EU AI Act also subjects safety-critical AI systems to strict regulations and controls. We not only support you in meeting these requirements, but also offer help in optimizing your AI systems and strengthening your competitive position while increasing trust in your products and services.

What advantages does dependable artificial intelligence offer industry?

Dependable artificial intelligence offers numerous advantages for industry: It maximizes the potential of your AI systems by quantifying uncertainties, increasing the robustness of models, and uncovering potential errors, biases, leaks, or shortcuts. Transparency and explainability make decision-making processes traceable, which strengthens trust in AI solutions and facilitates implementation in safety-critical applications.

How do you ensure that artificial intelligence works reliably?

Our basic solution consists of technologically testing your AI application for reliability and deriving appropriate measures. However, we are also happy to support you right from the start in developing dependable AI systems with the following services:

• Data-centric AI: Trace model properties back to training data
• XAI: Implementation of local and global explainability approaches to better understand model decisions
• Robust model training: Reliable model predictions even with minor disruptions or in other operating environments
• Uncertainty quantification: Identification of areas in which the model cannot make reliable statements
• Concept for reliable AI: Concept development for the systematic application of explainability in a defined AI application

How much does it cost to develop dependable artificial intelligence?

We offer customized support for testing and ensuring a dependable AI system in your company starting at 20,000 euros. If you are interested, we invite you to contact us for an initial consultation and a comprehensive assessment.

Who benefits from dependable artificial intelligence?

Our solution supports companies that want to use AI reliably and safely. Our support is therefore worthwhile for companies that:

• work in safety-relevant industries
• want to ensure that their employees trust AI
• want to meet regulatory requirements