Overview
Privacera is now presented as Trust3 AI by Privacera, a platform for data governance and AI governance. The homepage positions the product as an agentic governance platform with separate paths for Data Governance Needs and AI Governance Needs, helping organizations discover, classify, protect, and control data while also governing LLMs, agentic workflows, prompts, outputs, and auditability.
Historically, Privacera has been known for data access governance, fine-grained access control, sensitive data discovery, masking, encryption, and policy enforcement across cloud data platforms. The current Trust3 AI positioning extends that into AI governance, where data policies need to follow information into retrieval-augmented generation, vector databases, agents, and AI outputs.
For teams evaluating AI governance tools, Privacera is most relevant when the governance problem is not just model risk documentation but actual data and access policy enforcement across data estates and AI applications. It also belongs beside enterprise AI data governance platforms when access rules must follow data into AI systems.
Key Features
- Data Governance Agent - Discovers, classifies, and protects sensitive data across the data estate while enforcing fine-grained access controls.
- AI Governance Agent - Governs LLMs, agentic workflows, prompts, AI outputs, policy enforcement, filtering, and auditability.
- Fine-grained access control - Privacera documentation and product materials emphasize ABAC, RBAC, tag-based access control, table, column, row, and object-level policies.
- Centralized policy enforcement - Policies can be written once and applied across multiple data services, accounts, workspaces, and cloud environments.
- Sensitive data discovery and classification - The platform helps classify sensitive data and apply masking, encryption, or access restrictions.
- Audit and compliance visibility - Provides access reports, policy visibility, and audit trails for regulated data and AI workflows.
Pricing & Plans
Privacera / Trust3 AI does not publish self-serve pricing on the homepage. Buyers typically request a demo or contact sales for enterprise pricing.
| Plan type | Pricing | Best fit |
|---|---|---|
| Data Governance Agent | Custom quote | Sensitive data discovery, classification, access control, and data security governance |
| AI Governance Agent | Custom quote | LLM, RAG, prompt, output, and AI workflow governance |
| Enterprise deployment | Custom quote | Organizations needing multi-cloud, regulated, or high-scale governance |
Pricing depends on modules, data platforms, deployment scope, and support needs.
Best For
- Enterprises governing sensitive data across cloud platforms
- Security and data governance teams enforcing fine-grained access policies
- AI teams deploying RAG, vector search, or agentic workflows over governed data
- Regulated industries that need audit trails and policy proof
- Buyers comparing access governance with broader AI data governance tools
FAQ
What is Privacera?
Privacera, now branded as Trust3 AI by Privacera, is a data and AI governance platform for access control, sensitive data protection, policy enforcement, and auditability.
Does Privacera publish pricing?
No. Pricing is quote-based and requires a demo or sales conversation.
What is Trust3 AI?
Trust3 AI is the current Privacera-branded platform for data governance and AI governance agents.
What does Privacera govern?
It governs sensitive data, access policies, metadata, AI prompts, AI outputs, RAG workflows, and agentic AI interactions depending on the module.
Is Privacera a data catalog?
Privacera includes governance and catalog-related capabilities, but its strongest positioning is data access governance, policy enforcement, and AI governance.
Who should use Privacera?
It is best for enterprises that need fine-grained controls over sensitive data and AI workflows across multiple platforms.
