Privacera, the cloud data governance and security leader founded by the creators of Apache Ranger, announced the private preview of Privacera AI Governance (PAIG – pronounced \pa(i)-ge\). From the continuous scanning and classification of training data to the securing and auditing of AI models, model outputs, and user requests, PAIG empowers organizations to efficiently manage the entire AI data security lifecycle.
Generative AI and large language models (LLMs) have the potential to revolutionize enterprise operations and customer engagements, but the privacy and compliance risks associated with the presence of personal, private, and confidential information in training data and subsequent models have enterprises scrambling to ensure proper security and access controls are in place.
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 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. 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.
With PAIG, organizations can tap into Privacera‘s proven history of innovation in building massively scalable data and access security on AI and diverse data estates. 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.
The combined solution provides compliance support for CCPA, GDPR, and HIPAA during the training, deployment, and utilization of AI models.
“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.”
SOURCE: PRNewswire