Databricks offers a market leading AI development platform that accelerates AI development by integrating scalable data processing, collaborative tools, and pre-built machine learning models. AppSOC, a Validated Technology Partner of Databricks, significantly enhances the security and governance of AI projects on the Databricks platform.

By using AppSOC’s deep integration with Databricks, data science and security operations teams can:

• Discover AI projects, models, datasets, and notebooks in use

• Evaluate the security of AI models via automated testing, red teaming, and runtime detection scans to find dangerous/ inappropriate content and bias in prompts and responses

• Establish AI governance by creating and managing inventories of AI resources, and setting compliance guardrails

• Ensure AI security posture management, detecting misconfigurations and access control issues

• Protect applications that are connected to AI systems via API calls

• Manage and remediate all security issues through AppSOC’s robust application security platform

AppSOC’s AI solutions provide guardrails and policy enforcement across the entire AI lifecycle, from data ingestion to model deployment. By combining Databricks' powerful data processing capabilities with AppSOC’s robust security measures, organizations can accelerate their AI initiatives while maintaining a strong security posture, ensuring that sensitive data and AI models are protected from evolving threats.