["Relational databases will break free from SQL constraints and adopt more flexible databases.", "Vector databases will emerge in fields such as recommendation systems and image recognition due to their ability to handle high-dimensional data.", "Enterprises will begin leveraging unstructured data in data lakes to train multimodal models.", "Companies without data governance support will struggle when implementing AI.", "Knowledge graphs will help users eliminate data silos."]

Privado.ai has launched MuroChat, an open source LLM chat application aimed at enhancing enterprise data protection. MuroChat can automatically detect and delete sensitive data in chat prompts, providing monitoring overviews and local chat histories. MuroChat is part of Privado.ai's open source products, helping innovative organizations protect personal data and intellectual property in new environments. The application integrates large language models to automatically detect and remove sensitive data, offering features such as data firewalls and single sign-on.

Canadian company Secoda successfully raised 14 million USD, planning to apply AI technology to enterprise data search and management, allowing users to easily search, understand, and utilize company data as if using Google. This round of funding was led by Craft Ventures, with participation from investors such as Abstract Ventures, YCombinator, and Garage Capital, aiming to address the challenges of data fragmentation and management in enterprises. Secoda has already achieved...

Rasgo has launched Rasgo AI, a self-service analytics solution that integrates GPT into the enterprise data warehouse environment. Rasgo AI is capable of thinking and acting like a skilled data warehouse business analyst through intelligent reasoning, differing from other GPT integrations that only provide natural language chat interfaces. One of the key distinctions of Rasgo AI is its AI Guardrails, which enhance the efficiency and accuracy of data analysis by mapping data structures to familiar business terminology.