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About
Trust3 AI by Privacera is the next-generation agentic governance platform purpose-built for the AI era. Built on open standards, it enables organizations to govern both their data estates and AI systems—including LLMs, agentic workflows, and RAG pipelines—from a single unified platform. The platform is structured around two core agents: the Data Governance Agent (for discovering, classifying, and protecting sensitive data with fine-grained access controls) and the AI Governance Agent (for governing LLMs, enforcing prompt filtering policies, and maintaining full auditability of AI outputs). Key capabilities include centralized data access control and policy management, sensitive data discovery and classification, enterprise data encryption and masking, comprehensive audit and reporting, and out-of-the-box integration with 50+ data and security solutions including Databricks Unity Catalog. Privacera complements existing cloud-native tools—it does not replace them—making it ideal for enterprises operating in complex, multi-system environments. It supports use cases such as Data Access Governance, Data Privacy & Compliance, Data Security Posture Management (DSPM), Federated Data Stewardship, and GenAI Governance. Available as a managed cloud service, with open-source offerings (PAIG, Apache Ranger) and enterprise trials.
Key Features
- AI Governance Agent: Govern LLMs, agentic workflows, and AI outputs with policy enforcement, prompt filtering, and complete auditability in one place.
- Data Governance Agent: Discover, classify, and protect sensitive data across the entire data estate with fine-grained, scalable access controls.
- Centralized Policy Management: Apply uniform data access and security policies across diverse platforms, cloud environments, and data systems from a single control plane.
- 50+ Pre-built Connectors: Out-of-the-box integrations with leading data platforms and security tools including Databricks, cloud storage services, and enterprise databases.
- Sensitive Data Discovery & Masking: Automatically identify, classify, encrypt, and mask sensitive data to support compliance with privacy and regulatory requirements.
Use Cases
- Enforcing fine-grained data access controls across multi-cloud and hybrid data environments in regulated industries.
- Governing LLM and agentic AI applications with policy-based prompt filtering and output auditability.
- Achieving Data Security Posture Management (DSPM) by continuously discovering and classifying sensitive data at scale.
- Enabling federated data stewardship across decentralized teams while maintaining centralized policy governance.
- Ensuring compliance with data privacy regulations (GDPR, HIPAA, CCPA) through automated masking, encryption, and audit trails.
Pros
- Unified Governance for Data and AI: One platform to govern both traditional data estates and modern AI/LLM systems, eliminating the need for siloed tools.
- Open Standards & Extensibility: Built on open standards like Apache Ranger with open-source offerings (PAIG), enabling flexibility and avoiding vendor lock-in.
- Enterprise-Scale Coverage: Supports 50+ integrations and complements existing cloud-native tools like Databricks Unity Catalog rather than replacing them.
Cons
- Enterprise-Focused Complexity: The platform is designed for large enterprises and may be overly complex or costly for small teams or startups.
- Limited Public Pricing Transparency: Pricing details are not publicly listed; organizations must contact sales or request a demo, which can slow evaluation.
Frequently Asked Questions
What is Trust3 AI by Privacera?
Trust3 AI is the rebranded next-generation platform from Privacera, designed to provide unified governance for both data and AI systems, including LLMs and agentic workflows, using an agent-based architecture.
How does Privacera differ from native cloud or database access controls?
Native controls are siloed per platform and difficult to scale. Privacera provides a centralized, policy-driven governance layer that applies consistent rules across all platforms, reducing complexity and hidden operational costs.
Does Privacera support RAG and vector database use cases?
Yes. Privacera has enhanced its AI governance capabilities with access control and data filtering functionality specifically for Vector DB and RAG-based AI applications.
Is there an open-source version of Privacera?
Yes. Privacera offers PAIG (Privacy AI Governance) as an open-source project, as well as support for Apache Ranger, enabling teams to start with open-source governance tooling.
What compliance and regulatory use cases does Privacera address?
Privacera supports data privacy and compliance requirements including GDPR, CCPA, HIPAA, and others through sensitive data discovery, masking, encryption, and comprehensive audit reporting.
