- Follow global standards and comply with GDPR, ISO 27001, SOC 2, and PCI DSS requirements
- Protect data by design and use encryption, anonymization, and strict access control
- Secure AI pipelines and apply identity management and role-based permissions
- Ensure auditability with detailed logs and versioned data lineage
- Apply safety guardrails to defend against prompt injection and data leakage
- Filter model outputs to enable content moderation, toxicity checks, and PII masking
- Monitor continuously through security scans, tests, and anomaly detection
- Promote responsible AI for fairness, transparency, and human oversight