This playbook presents the results of working group 2 during the Berkman Klein Center For Internet & Society research clinic in July 2021. The main task was to help the city of Helsinki with the design and deployment of Learning Analytics in its Education Department, and more specifically the AIHOKS tool currently under development. Within this task, the specific goals of our work were as following:Goal 1: Assist the City of Helsinki’s Education Division to create an inclusive, participatory, and sustainable strategy for stakeholder engagement throughout the design, development, deployment, and assessment stages of new classroom technologies.Goal 2: Assist the City of Helsinki’s Education Division to develop accountability mechanisms and practical implementation strategies.