Openlayer is an advanced platform for building high-quality and trustworthy machine learning models. It offers features such as goal-setting, collaboration, observability, and testing at every stage of development. With Openlayer, users can set goals, onboard data and models, and collaborate with their team to align expectations. The platform allows users to validate their models and track progress through goal timelines and statuses. Openlayer provides efficient solutions for diagnosing and solving issues, enabling users to ship new commits with confidence. It also helps users save time by identifying the factors that drive model performance and facilitating collaboration throughout the development process. Additionally, Openlayer emphasizes the importance of data quality and allows users to upload models and datasets securely.