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

Girl holding a white and blue card that says "Aalto Founder School"
Studies, University Published:

When there is no proof, the story is the evidence — a new Founder Storytelling course at Aalto University

A new course at Aalto University teaches aspiring founders how to build, adapt and deliver the story behind their venture — before the traction, revenue and track record exist.
Technology, Business and Design
Studies, University Published:

Take your first steps as a founder — in just six weeks

A new Founder Principles course at Aalto University gives students the tools, mindset and hands-on experience to start building — with AI as a co-founder from day one.
Minimalist table lamp with round bulb and two beige panels, beside dried grass on a light background
Awards and Recognition, Research & Art Published:

The Metex Prize 2026 winner is Hana Rehorčíková

The Metex Prize is awarded for excellence in Master’s thesis work done in collaboration with a technology company or to promote the significance and use of design and art in Finnish industry.
Smiling woman with glasses in patterned dress and headband, standing indoors in soft light
Awards and Recognition, Research & Art Published:

Ornamo Awards '26: The Design Forerunner Award to service designer Mariana Salgado

The Design Forerunner Award goes to service designer Mariana Salgado, who brings design into climate research and builds people’s participation in the sustainability transition.