NOVEMBER 2023retailtechinsights.com 19processes while staying true to the core principles of product organisation. Setup and Roles of AI Product TeamsAI product teams at bonprix consist of four key roles, each with its specific responsibilities: · The product owner takes charge of product management, including defining the vision, roadmap, and focus. This person also handles requirement management, prioritization, and stakeholder management, and acts as the spokesperson and first point of contact for the team.· The data scientists are responsible for AI model development and methodology, including feature engineering and data analytics. · Machine learning (ML) engineers take charge of data pipelines and the productive process. They are responsible for monitoring and alerting, ensuring that the AI models and systems are running smoothly and efficiently.· The agile master is responsible for overseeing the agile process within the team. This role ensures that the team adheres to agile principles and practices, facilitating smooth collaboration and efficient delivery of results.Typically, bonprix teams have one product owner at least two data scientists and two ML engineers. The aim is to maintain a balanced ratio of 1:1 between data scientists and data engineers. The role of the agile master is shared among the teams, allowing for cross-functional collaboration and knowledge exchange.ConclusionAt bonprix, the adoption of product organisation for our AI development teams has proven to be a true game-changer. It empowers our teams, fosters innovation, and ensures end-to-end responsibility for our digital products. By aligning with agile product development principles and defining our digital products, we have created an environment that promotes efficiency, collaboration, and continuous improvement. As we continue to leverage product organisation, we are confident in our ability to drive impactful AI solutions and deliver exceptional customer experiences. As we believe in the power of self-organisation and self-responsibility, our product teams have the autonomy to define their vision, goals, and priorities
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