Teemu
Birkstedt
Professor of Practice, Information Systems Science
Contact
Biography
Teemu is a Data and AI enthusiast for over 20 years. Teemu’s focus is how to make a positive impact with AI. Work is done working in startups improving the strategic and responsible use of AI and in university collaboration (Professor of Practice in Turku University).
Teemu is a co-founder of former AI startup growth company (Bigdatapump, 2012-2018) that has lately gone thru a successful M&A process.
Before running own companies, Teemu has a long Nokia career developing Nokia Mobile Phone’s strategic data services.
He graduated as MSc, Economics at Turku School of Economics year 2001.
Publications
Implementing AI Governance : Contrasting The Academic and Grey Literature (2026)
European Conference on Information Systems
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Freedom is not Free : Tensions of Entrepreneurial Work in Information System Development Consultancies (2025)
Americas Conference on Information Systems
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Governing Artificial Intelligence : From Ethical Principles Toward Organizational AI Governance Practices (2024)
(G5 Artikkeliväitöskirja)Trends and Trajectories in the Software Industry: implications for the future of work (2023)
Information Systems Frontiers
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
AI governance: themes, knowledge gaps and future agendas (2023)
Internet Research
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Integrating machine learning with software development lifecycles: Insights from experts (2022)
European Conference on Information Systems, European Conference on Information Systems
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))
Trends and Trajectories in the Software Industry: implications for the future of work (2022)
Information Systems Frontiers
(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))
Defining organizational AI governance (2022)
AI and ethics
(Kirjoitus tai data-artikkeli tieteellisessä aikakauslehdessä (B1))
AI Governance in the System Development Life Cycle: Insights on Responsible Machine Learning Engineering (2022)
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)Digital Transformation of Software Development: Implications for the Future of Work (2021)
Conference on e-Business, e-Services and e-Society, Lecture Notes in Computer Science
(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))