
Privacera: Data Security and AI Governance Software
Privacera helps mid-market and enterprise companies manage data security and AI governance. It is designed for organizations requiring unified access policies across diverse data systems and cloud platforms.
At a glance
- Category
- Security
- Best for
- Enterprise companies, Mid-market companies, Fortune 1000 organizations, Companies with multi-cloud data estates
- Pricing
- Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website. The company offers a Privacera Cloud Trial and a PAIG Trial.
- Key use cases
- Multi-Cloud Data Access Governance, Regulatory Compliance Management, Generative AI Governance, Federated Data Stewardship
- Integrations
- Snowflake, Databricks, AWS, Azure, Google Cloud
- Official website
- privacera.com

Trust3 AI by Privacera is a data security platform designed to provide a unified layer of governance across multiple data systems. It helps identify sensitive data and supports the enforcement of access policies without requiring custom code for each individual system.
The software is designed for mid-market and enterprise-level organizations, particularly those in regulated sectors like healthcare, financial services, and manufacturing. It supports teams that need to balance data accessibility with security and compliance mandates.
Key capabilities include the discovery of PII and PHI, the implementation of attribute-based access controls, and the governance of AI outputs and LLM workflows through its AI Governance Agent. It is designed for hybrid and multi-cloud environments, including AWS, Azure, and Google Cloud.
Buyers should confirm that this is an enterprise-grade tool that may be more complex to deploy than native cloud controls and involves separate licensing costs compared to built-in ecosystem tools.
Key Features
Automatically scans and classifies structured and unstructured data repositories for PII, GDPR, HIPAA, and PHI.
Supports Attribute-Based Access Control (ABAC) and Tag-Based Access Control (TBAC) to manage permissions across multiple platforms.
Designed to govern LLMs, agentic workflows, and AI outputs using prompt filtering and policy enforcement.
Provides dynamic data masking and encryption to protect sensitive information.
Centralizes logging and reporting to monitor dataset access and track changes.
Helps teams visualize risk posture versus the desired security state and remediate gaps.
Use Cases
Applying uniform security policies across environments such as Snowflake, Databricks, and AWS.
Supporting compliance with GDPR, CCPA, and HIPAA through automated discovery and auditing.
Governing the use of LLMs and AI agent workflows to help ensure outputs adhere to corporate security policies.
Managing data ownership and security policies across business units in a distributed environment.
Best For
Integrations
Pricing
Pricing was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website. The company offers a Privacera Cloud Trial and a PAIG Trial.
FAQ
Privacera provides a cloud-native platform for data security and AI governance, helping organizations discover sensitive data and enforce unified access policies across multiple cloud and on-prem environments.
It is designed for mid-market and enterprise companies, specifically those with complex, multi-system data environments such as those in healthcare, finance, and manufacturing.
Yes, it includes an AI Governance Agent designed to govern LLMs, agentic workflows, and AI outputs through policy enforcement and prompt filtering.
The evidence mentions the availability of a Privacera Cloud Trial and a PAIG Trial.
Source category: Security
Source subcategory: AI Governance