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Explore the challenges and strategies for developing internal tools and standards in this 41-minute conference talk from EuroPython 2022. Gain insights from a Machine Learning Infrastructure team member's experience in delivering solutions to a rapidly growing ML department. Learn about common pitfalls in internal product development, effective approaches to tool delivery, and practical lessons from real-world implementations. Discover how to navigate the unique dynamics of internal client relationships, including maintaining interest and overcoming resistance to change. Benefit from tips on stakeholder management, requirement gathering, and agile iterations for successful internal projects.