Generative AI is set to revolutionize industries by unlocking economic value globally, growing the AI market from $44 billion in 2023 to $110.7 billion in 2026. However, a robust data infrastructure is essential for this potential to be fully realized. Activeloop's Deep Lake aims to address the challenges of managing large, complex, unstructured datasets for AI by providing a serverless, multi-modal, all-in-one database that streamlines the AI development process and enables efficient handling of diverse data types. The future of AI will involve domain-specific complex data stored in an AI-native format, production and training data converging into single live datasets, and compound AI systems integrating memory and models for enhanced processing efficiency and speed.