Autodiscovery for AI Assets and Models
A new era of autodiscovery is here: automatically discover AI assets and models, securing data across modern data environments, and accelerate AI adoption securely.
BigID can now automatically discover and catalog AI assets from major platforms, including Azure OpenAI, Hugging Face, and OpenAI. These platforms represent the most popular managed AI systems and open-source model repositories available today, making this a crucial development for enterprises leveraging AI technology.
As a pioneer of autodiscovery in the cloud, we’ve accelerated customers’ ability to automatically detect sensitive data across AWS, Azure, and GCP. With this latest innovation, BigID customers can now extend discovery and cataloging to AI data sources, ensuring they secure their data, stay ahead of AI regulations like the EU AI Act, and bolster their overall security posture.
Key features of BigID’s expanded autodiscovery include:
- Detection of Unmanaged AI Models: Utilizing BigID’s unique classification capabilities, the platform can now identify and alert users about the presence of Large Language Models (LLMs) saved in unstructured environments and code repositories. This extends across any unstructured data source that BigID connects to, spanning both cloud and on-premises environments.
- Detection of Managed AI Models and Training Data Sets: BigID can now detect and catalog managed AI models, such as those in Azure OpenAI, Hugging Face, and OpenAI. The platform can also alert users if sensitive information was used during the training process, providing critical insights into data security and compliance.
- Automated Inventory of AI Assets: Customers can now use BigID to automatically inventory AI assets, models, and data used for training AI models – including datasets and files, models, and vector databases.
Organizations can now secure their AI assets comprehensively, providing unprecedented visibility and control over their data – and get ahead of regulations like the EU AI Act. By automating the discovery and cataloging of AI models and associated data, BigID helps enterprises mitigate risks and adhere to evolving regulatory requirements. See automated AI discovery in action and chat with our experts for a 1:1 demo.