Privacera Announces its AI Governance Solution is Now in Preview

Privacera, the cloud data governance and security provider founded by the creators of Apache Ranger, is announcing the private preview of Privacera AI Governance (PAIG), empowering organizations to efficiently manage the entire AI data security lifecycle.

“The potential of generative AI and large language models (LLMs) to transform enterprise operations is immense, but their inherent unpredictability can unknowingly reveal intellectual property, personally identifiable information (PII), and sensitive data,” said Privacera co-founder and CEO Balaji Ganesan. “By providing organizations with an intelligent and adaptive AI data governance solution, Privacera continues its mission to empower enterprises to utilize their data as a strategic asset.”

With native enforcement of security and privacy controls across diverse data estates, and architectures, and built on open standards, Privacera’s latest innovation helps companies reduce sensitive data exposure, increase privacy and ethics, and address regulatory and legal compliance issues with AI.

PAIG can continually scan and classify training data; and secure and audit AI models, model outputs, and user requests.

PAIG fosters powerful AI data security governance and federated stewardship between IT departments and business teams. The solution brings together comprehensive data security governance for relational data, non-structured data as well as AI model training and access.

According to the company, PAIG combats the unpredictability of generative AI by helping companies avoid the potential misuse of data, address challenges in compliance policy enforcement, and reduce complexities that arise when runtime contexts are added during inference.

PAIG is powered by the company’s Unified Data Security Platform, which has set the standard for data in the big data ecosystem and the modern cloud data estate.

This allows for a common security administration and monitoring platform across all data, along with consistent policies, roles, and controls across all AI models, according to the company.

The combined solution provides compliance support for CCPA, GDPR, and HIPAA during the training, deployment, and utilization of AI models.

PAIG core capabilities include:

  • High-performance AI-driven data governance and security for AI use cases
  • Real-time discovery, classification, and tagging
  • Data access controls, masking, and encryption
  • Allow/deny prompts or responses based on governance policies
  • Redact/de-identify sensitive data in prompts/responses
  • AI-powered auditing and monitoring

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