It allows our customers to adapt to various data types, including unstructured and flat data sets. BigQuery excels at structuring data, performing predictions, and conducting insightful analyses and it leverages machine learning and artificial intelligence capabilities, powered by Google's Duarte AI. It seamlessly integrates with Duarte AI, enabling the use of simple SQL queries to access Vertex AI foundation models directly within BigQuery. This unique capability is especially valuable for text-processing tasks, such as sentiment analysis. It provides a unified interface for all data practitioners, making it versatile for both traditional and sentiment analysis tasks. It's particularly adept at extracting specific entities from large datasets without the need for specialized models. Another notable aspect of BigQuery is its serverless architecture, which means there's no need for dedicated servers which is a great benefit.