FLOOM – An Interactive Human-Centered End-to-end Machine Learning Framework for Innovation (2020-22)
In cooperation with MHP. A Porsche Company

Together with design managers and data scientists from the consulting firm MHP I developed Floom. Floom - an acronym of flow and room- is a visual, interactive innovation framework for user-centered machine learning. The end-to-end framework solves a variety of problems for agile innovation teams with diverse backgrounds and expertise. It guides through the AI-based innovation process using virtual spaces, ensuring that tasks, project progress and deliverables are clearly defined, visible and shareable at all times. Responsibilities and tasks are clearly assigned, making the complex innovation process more transparent. This allows projects to be carried out more efficiently and faster. Floom brings together agile approaches such as Scrum and Design Thinking into a single framework, facilitating cross-functional, intersectional projects and allowing for more joy and team spirit. 

The framework is part of the upcoming book "Design und künstliche Intelligenz. Theoretische und praktische Grundlagen der Gestaltung mit maschinell lernenden Systemen" at Birkhäuser publishers, Switzerland.