Protect sensitive data in AI systems. AI tools process enormous amounts of data, including personally identifiable information. Strong privacy controls ensure compliance while enabling innovation.
Data privacy controls are technical and organizational measures that protect personally identifiable information (PII) and sensitive data processed by AI systems. They include data classification, access controls, encryption, anonymization, retention policies, and mechanisms for user consent and data deletion.
These controls ensure compliance with regulations like GDPR, CCPA, HIPAA, and industry standards while maintaining the utility of data for AI training and inference.
Avoid fines and legal liability by meeting GDPR, CCPA, HIPAA, and other privacy requirements.
Build confidence with customers and partners by demonstrating responsible data handling practices.
Reduce the risk and impact of data breaches through encryption, access controls, and monitoring.
Balance innovation with privacy by anonymizing data for model training and limiting PII exposure.
Identify and label PII, sensitive data, and public data to apply appropriate controls.
Role-based permissions ensuring only authorized users can access sensitive data.
Data encrypted at rest and in transit to protect against unauthorized access.
Remove or mask PII before using data for AI training or testing.
Track user consent for data collection, processing, and sharing.
Automated processes to honor deletion requests and retention policies.
No formal privacy controls. PII processed without classification or protection. High risk of compliance violations.
Basic controls in place like encryption and access permissions. Manual processes for consent and deletion. Limited data classification.
Comprehensive privacy controls with automated data classification, consent management, and deletion workflows. Regular privacy audits, anonymization pipelines for AI training, and compliance monitoring across all systems.
Get expert help implementing comprehensive data privacy controls that protect sensitive information while enabling AI innovation.