Outi Valkama is the Program Manager of the Data Driven City for Citizens (City of Tampere). Working together with experts from various fields, her objective is to develop the ability to use data and artificial intelligence ethically and reliably for the benefit of people and companies. For the past fifteen years, Outi has worked  in the Tampere city organization. Her previous assignments have focused on the multidisciplinary and need-based development of services and the well-being of children and young people.