Ensure Secure and Responsible AI

Data governance can’t keep pace with AI innovation.

As AI initiatives accelerate, unsecured training data, unmanaged models, and unsupervised agents introduce hidden risks:

Sensitive data in model training sets creates
privacy and compliance exposure
AI/ML data usage and
lineage lack visibility, and oversight
Shadow AI projects bypass governance and auditability
AI agents may expose sensitive data or violate privacy regulations (e.g., GDPR and PCI-DSS)

Responsible AI starts with knowing and securing the data it depends on.

Sentra secures the data that powers your AI

Security, privacy, and governance teams gain unified visibility and control over sensitive data used in AI/ML and GenAI applications—so innovation doesn’t come at the cost of compliance.

Discover and
classify sensitive data across AI/ML and LLM pipelines
Monitor prompts, outputs, and AI agent activity for
data leakage
Enforce identity-based access
controls across AI-driven workflows
Align AI data usage with NIST AI RMF, ISO 42001, and privacy regulations

Sensitive data discovery for GenAI and LLMs

Automatically identify and classify sensitive data—like PII, PHI, and proprietary information—to ensure training datasets are clean, compliant, and free of privacy risks before being used by AI models.

Lineage, governance, and risk posture management

Sentra treats LLMs as part of the data attack surface. It maps data lineage, applies posture management, and enforces access governance to help teams reduce risk as they develop and deploy GenAI applications.

Monitoring GenAI prompts and AI agents to prevent leakage

Sentra DDR monitors GenAI prompts, outputs, and AI agent activity for signs of sensitive data exposure. It provides near real-time visibility and enforces identity-based controls to prevent unauthorized access and ensure secure, compliant AI interactions.

AI policy enforcement and framework alignment

Sentra automates enforcement of encryption, anonymization, and residency policies while aligning with frameworks like NIST AI RMF and ISO/IEC 42001. It ensures consistent compliance and ethical AI practices across your cloud-native environments.