Introduction to Security and Compliance in AI+ Studio
Updated
AI+ Studio ensures robust security and compliance by implementing advanced data protection measures, safeguarding sensitive information, and maintaining regulatory compliance.
Key Security and Compliance Features
The following features are available under Security and Compliance in AI+ Studio.
PII Masking
PII (Personally Identifiable Information) Masking is the process of concealing sensitive personal data to prevent unauthorized access while maintaining data usability for approved applications. It helps organizations comply with privacy regulations such as GDPR, CCPA, and HIPAA by protecting information that can identify an individual.
AI+ Studio currently supports PII Masking capability with the following capabilities.
1. Data Masking
AI+ Studio provides AI-Based Masking and Regex-Based Masking to automatically obscure sensitive data such as personal information, financial details, and location data. This ensures that unauthorized users cannot access protected information while maintaining operational efficiency.
2. User or User Group Based Access Control
Administrators can define user roles and permissions, restricting access to sensitive AI models and data. This ensures that only authorized users can interact with or modify critical configurations.
3. De-Masking Controls
For authorized users, AI+ Studio offers controlled de-masking options to retrieve original data when necessary, ensuring flexibility while maintaining security.
Refer to Create a PII Masking Template in AI+ Studio for more details.
Guardrails
Guardrails in AI+ Studio are a core security and compliance feature that help enforce responsible AI usage. They prevent the generation or processing of content that violates organizational policies, industry regulations, or ethical standards.
You can configure Guardrails to:
Detect and block harmful content such as violence, child exploitation, and defamation
Filter custom keywords or phrases using word filters
Apply controls at both input and output stages of AI interactions
Set tolerance levels to adjust detection sensitivity based on risk
Guardrails work in tandem with AI+ Studio’s features to support transparency, accountability, and regulatory compliance across deployments.
Refer to Configure Guardrails in AI+ Studio for more details.
AI+ Studio’s security and compliance framework provides a secure AI-driven environment while ensuring adherence to regulatory standards. With features like data masking, and access controls, organizations can confidently deploy AI solutions without compromising data privacy and security.