References
Work that has been examined.
Public administration, regional development agencies and companies: projects in which values became requirements and requirements became systems.
Clients, collaborations and education partners
“As Land Tirol we are keenly interested in engaging with the future already in the present. Artificial intelligence will change a great deal in decisive ways — including certain services of the public administration. For that reason it mattered to us to be advised by a proven expert such as Sabine Singer. Sabine Singer showed in a refreshing manner that AI and ethics form a unity at their best. The competence and the expertise of Sabine Singer convinced us to such a degree that we are currently planning further collaboration.”
“I very much enjoyed working with Sabine on datahub.tirol. The way she approaches things, analyses them strategically and immediately thinks in win-win terms helped us a great deal with our data and AI use cases, with business modelling and with finding the USP of datahub.tirol. I can recommend Sabine warmly, above all on the subject of Valuebased Engineering.”
Case example
datahub Tirol
Stakeholder co-creation to Valuebased Engineering: gather values, prioritise them, translate them into Ethical Value Requirements — and document every decision so that it stays explainable later.
Together with Standortagentur Tirol I assessed data and AI use cases, sharpened the business model and worked out the USP of datahub.tirol. For this project I received the Constantinus Award in the Ethics & CSR category in 2025.
Let us talk about your project
Tell me your starting point, your goal and your timeframe. I reply with an assessment and a proposal.