SuperAnnotate offers an end-to-end enterprise platform for training, evaluating and deploying AI models with high-quality data. It can draw data from local and cloud storage, perform a variety of annotation tasks, and include sophisticated AI and project management tools. The platform also has a global marketplace for vetted annotation teams and has a strong focus on data security and privacy.
Another contender is Clickworker, which uses a global crowd of freelancers to create and validate high-quality AI training data across a range of domains. Clickworker supports a variety of data formats and offers self-service and managed service options. The platform has quality controls through a rigorous freelancer qualification process and ISO 27001 certification for data security.
For computer vision, Encord offers a data development platform with tools for ingesting data, cleaning it up and automatically labeling it. It also offers tools for evaluating model performance and integrates with a variety of storage and MLOps tools. With SOC2 and HIPAA compliance, Encord has strong security and quality controls for its data handling.