At the end of 2024, we collaborated with UpAlmere!, a project initiated by the municipality of Almere aimed at improving the business environment for startups. For this project, we collected, verified, analyzed, and reported on business data. In doing so, we provided a recommendation for improved data collection, enabling future processes to be automated and predictions to be made.