The unique data graph that Jalil refers to is called the “Data Command Graph.” This capability, Jalil notes, is built on Securiti’s ability to access “critical data and AI systems across a wide range of public clouds, data cloud, on-prem or private cloud, and SaaS applications – leveraging hundreds of built-in servers in and over 400. native connectors.”
This graph will reportedly provide granular detail–down to the file, column, row, or CLOB level, supporting “billions of nodes”. This feature can help process large amounts of unstructured data (more than structured data) that organizations often need to train intelligent models on.
Chat-aware LLM interfaces
As enterprises deploy GenAI solutions to a greater extent, large-scale language model (LLM) firewalls are becoming increasingly important as a tool to protect AI interactions, such as detecting and preventing unauthorized data access and anomalous behavior. There are many LLM firewall vendors, including Open AI, Nvidia, Anthropic, and Scale AI.
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