The goal

The main goal of the project was to automate the data analysis for Korpi Solutions, which is a start-up that aims to reduce cognitive fatigue of knowledge-workers by using forest simulations. They collect data about cognitive fatigue and restoration. The data is subjective in terms of a user estimating restoration in questionnaires but also objective in measures like EDA. The reporting phase was very tedious for them, so we decided that automating that process would bring them the most value.

The result

Our team developed a data analysis pipeline that displays user results in a React web application. The interactive, web-based dashboard is accessible anywhere and shows the users their stress, recovery and work-related wellbeing levels on a weekly and daily basis. The dashboard personalizes motivating comments for each user based on their data, and offers general information about the effects of nature on breaks.

The future

The prototype of the pipeline will be delivered to Korpi Solutions and the company will be responsible for further development. Future development examples include fully automating data collection and user authentication and security.