The company Encord has recently completed the transition of its annotation platform to a complete ML data engine and software stack solution, introducing new tools such as Encord Apollo and Encord Active, which provide active learning cycles and workflow templates. The new features include a seamless hosted solution for Encord Active, new workflow templates, SDK support, and a consensus stage in the workflow composer. Additionally, the company has released updates to its DICOM editor, including sharing and deep-linking features, and bulk label operations. Encord is also preparing for the EU AI Act legislation by hosting a webinar on July 12th to discuss key articles and answer questions. The company's machine learning team provides guides on the latest models such as TAPIR and Meta AI's I-JEPA, and encourages feedback from users.