Tenderness is an open-source Python library for generating synthetic documents with precise structural supervision by rendering text and images directly into Images, SVGs, and PDFs. It eliminates the need for OCR and reconstruction by providing fully known layout from render time, enabling large-scale dataset generation for vision-language models and layout understanding systems.