In a rapidly evolving field, Vision Language Models (VLMs) are playing a crucial role in automating and enhancing data annotation tasks. Organizations are seeking more efficient, accurate, and scalable methods to process vast amounts of data. VLMs are emerging as a pivotal technology in this pursuit. By leveraging VLMs, organizations can significantly improve the accuracy and speed of their data annotation processes.