Privya.ai: Securing AI Systems from Development to Production

Privya.ai is a cutting-edge AI-powered platform designed to embed data privacy and security into the software development lifecycle, offering proactive protection for AI and machine learning systems. Built for data, compliance, privacy, and cybersecurity professionals, it delivers end-to-end visibility across complex codebases and data ecosystems—spanning Jupyter Notebooks, CI/CD pipelines, and production environments—without impacting system performance. By leveraging advanced AI, NLP, and graph-based analysis, Privya identifies sensitive data, detects vulnerabilities, and ensures compliance with global regulations like GDPR, CCPA, HIPAA, EU AI Act, and NIST AI RMF before deployment. Its developer-first design integrates seamlessly with tools like GitHub, GitLab, Colab, and Jira, enabling automated workflows, real-time risk scoring, and audit-ready reporting. With features like intelligent code scanning, automated documentation, tamper-proof audit trails, and support for legacy systems, Privya.ai empowers teams to build privacy by design and maintain continuous compliance.

Key Features:

• Intelligent AI Security Scanning: AI-driven analysis of codebases to detect privacy and security risks.
• Supply Chain Intelligence: Full visibility into data flows, dependencies, and third-party components.
• Code-Centric Data Lineage: Maps data movement directly from code, eliminating reliance on manual tagging.
• Proactive Risk Detection: Identifies PII, SPI, and vulnerabilities early in development, not just at runtime.
• Automated Compliance Evidence Collection: Generates audit-ready reports including DPIAs, RoPA, and risk assessments.
• Regulatory Compliance Coverage: Supports GDPR, CCPA/CPRA, HIPAA, GLBA, PCI DSS, EU AI Act, NIST AI RMF, and more.
• AI/ML Model Inventory & Governance: Automatically detects and tracks models, inputs, outputs, versions, and transformations.
• Developer-First Integration: Seamlessly integrates with Jupyter, Colab, GitHub, GitLab, and major CI/CD platforms.
• Interactive Dashboards & Drill-Downs: Visual tools for identifying and investigating compliance violations.
• Jira Integration: Automatically opens tickets for high-priority issues using customizable templates.
• Incremental & Real-Time Updates: Supports continuous validation with offline processing and dynamic graph updates.
• Multi-Language Support: Analyzes Java, Python, SQL, and C# codebases.
• Support for Big Data Ecosystems: Integrates with Apache Airflow, Spark, Hadoop, BigQuery, Snowflake, Redshift.
• Natural Language Generation (NLG): Creates human-readable narratives from compliance reports.
• Risk Scoring & Temporal Analysis: Tracks compliance posture over time and prioritizes risks by severity and impact.
• Enterprise-Grade Security: Features encryption at rest and in transit, SOC 2 Type II attestation, SSO (Auth0, Okta), MFA, and role-based access control.
• Tamper-Proof Audit Trails: Immutable logs of all user actions for accountability and traceability.
• Custom Compliance Policies & Alerting: Allows organizations to define tailored rules and receive real-time alerts.
• Integration with Governance Tools: Works with TrustArc and OneTrust for enhanced privacy management.
• Support for Legacy & Undocumented Systems: Maps data flows even in complex, unstructured environments.
• Continuous Security Validation: Ensures compliance is maintained throughout the SDLC.

Pricing: Privya.ai offers a Free trial tier to experience its full suite of features, making it accessible for teams evaluating its capabilities before committing to a paid plan.

Conclusion: Privya.ai is a transformative solution for organizations building AI responsibly—delivering unmatched visibility, automation, and compliance assurance from code to production, all while maintaining zero runtime overhead and enterprise-grade security.