What is the disadvantage of Vertex AI?

What are the potential drawbacks or limitations of utilizing Vertex AI for my AI and machine learning projects? Is there a specific aspect of the platform that users have commonly reported as a disadvantage, such as complexity of use, cost-effectiveness, or scalability issues? Additionally, are there any concerns around data privacy and security when working with Vertex AI, and how does it compare to other similar platforms in terms of these factors?