The Future of Technology and Challenges in Data Management

The future of technology aims for an infinite laptop that can be scaled effortlessly across different infrastructures. In the data management space, unstructured data, particularly text, visual, and audio data, presents challenges. For text data, the focus is on vector databases for semantic search, which, despite being active, are not widely adopted. Visual data lacks tools for data ops and governance, making it challenging for data science teams. Similarly, audio data has minimal investment, with a need for tooling comparable to other data types. The complexity lies in the extensive data wrangling and preparation required before celebrating the models.