ºÚÁÏÍø

News

‘When hard data is not enough – expert-driven models in strategy work’

The coronavirus crisis has highlighted the importance of strategic foresight and resilience to change in companies. New methods and approaches are being sought to continuously monitor uncertainties and update strategy.
Vihreällä kuvitustaustalla kuva Eeva Vilkkumaasta ja seminaarin otsikko

‘Data and artificial intelligence are everywhere, but their benefits for long-term strategy work are limited. Imagining unprecedented events and ideating strategic choices requires creative and critical thinking by human experts,’ says Assistant Professor Eeva Vilkkumaa from Aalto University School of Business.‘But could mathematical foresight and strategy models be more than just hard data and optimisation – for example, a way to harness the creativity of a diverse group of experts to support participatory and systematic strategy work?

Eeva Vilkkumaa and her guests at the Better Business – Better Society seminar on Thursday 3 December discuss (in Finnish) how they perceive the role of qualitative analyses, creative methods, mathematical modelling and data analytics to develop in the strategy work of the future.

‘At best, different approaches support each other. Information produced using qualitative and creative methods can be refined into justified recommendations for decisions by means of mathematical modelling. Artificial intelligence and data analytics, on the other hand, make it possible to continuously monitor the operating environment, which enables rapid responses to significant changes.’

Eeva Vilkkumaa works as an assistant professor at the Department of Information and Service Management at the Aalto University School of Business. She leads the Prescriptive analytics for data-informed decision-making project, funded by the Foundation for Economic Education for four years (2019–2022), which develops mathematical decision support models to support scenario-based strategy work and cost-effective allocation of health care resources. Three professors and five doctoral students from the Department of Information and Service Management work in the project.

Better Business — Better Society Seminar Series

The Seminar Series discusses the current and societally important topics at the School of Business. The seminars will be arranged monthly, excluding holiday seasons.

Lue lisää
Better Business – Better Society seminar at the School of Business
  • Updated:
  • Published:
Share
URL copied!

Read more news

Person from behind in dark coat with large embroidered scene of kneeling figure on dramatic black background
Research & Art Published:

The exhibition "Our land, for all" explores personal and national identity

The 20th anniversary exhibition of the Association of Finnish Fine Arts Foundations, opened at Kunsthalle Helsinki, asks: whose stories is Finland built from? The exhibition has been curated by PhD, docent Annamari Vänskä.
Kaksi ihmistä seisoo portaikon yläpäässä keskittyneenä katsomaan jotain toisen henkilön matkapuhelimesta.
Cooperation, Studies, University Published:

FITech Network University’s ICT project ends in summer 2026 – collaboration within the network continues in other FITech projects

As FITech Network University's ICT project ends in July, there will be changes to FITech’s course offering.
The image shows the rough surface of a copper cathode.
Cooperation Published:

Metal industry needs doctoral-level expertise – Aalto University and Boliden are educating top experts at the heart of smelters

The energy transition and urbanization are accelerating demand for metals, and the continuous development of processing methods is increasing the need for top experts.
Two persons holding doctor's hats
Cooperation, Studies, University Published:

Thinking of doing a doctorate? Join us on 21 April

Join us on 21 April 2026 to hear firsthand experiences from researchers across Europe and explore what a career in research at Aalto could look like.