
Understanding & Collaboration

Close collaboration with the business stakeholders and front office

Deeply understanding the specific dynamics of the organization

In addition to data scientists, Ai engineers, and IT professionals, we employ management consultants and industry experts

Understanding human behavior

Customization & Adaptation

Customization of models and output to the client’s needs

Ensuring continuous model improvement and adaptation

Selection of inputs based on industry-specific dynamics

Transformation of inputs based on fundamental business relationships

Quality & Ethics

Integrating ethical considerations and regulatory compliance in Ai solutions

Removal of forward-looking and other biases in data sets

Resistance to overfitting and excessive data mining

We use Automated ML for efficiencies – but never for initial model setup – and always sanity-check the results