# PVML

PVML is a Data Access Governance product by PVML. It runs in the cloud or on-premises (hybrid). Pricing is commercial (contact sales).

Secure virtual database layer with AI-ready access controls and differential privacy.

Checked November 2026.

## What is PVML?

PVML is a secure virtual database platform that enables enterprise IT teams to create virtualized database layers on top of existing infrastructure without moving or duplicating data.

Core concept:
- Functions similarly to virtualization (analogous to VMware for physical machines) but applied to databases
- Connects live to any database via high-performance Golang connectors with zero data movement
- Each virtual database is centrally defined, scoped, and governed

Security and access control:
- Applies dynamic, user-level permissions and context-aware access controls at the infrastructure layer, before queries reach the production database
- Uses a differential privacy and security engine to enforce real-time access control on every agent query
- Replaces unpredictable AI agent behavior with deterministic, mathematically-based guardrails
- Prevents unauthorized data access across AI agents, BI tools, and APIs

AI and agentic support:
- Auto-generates AI-ready protocols (MCP, A2A, REST API) for each virtual database
- Supports integration with AI models such as ChatGPT and Claude
- Addresses risks from autonomous agents inheriting user permissions without context-aware controls

Governance and observability:
- Logs every agent action (query to response) for full audit trails
- Provides centralized visibility and management of all data access, permissions, and privacy policies
- Enforces resource controls to prevent outages and uncontrolled compute spend from unpredictable agent workloads

Use cases include: AI-driven data analysis, data anonymization for cross-team collaboration, and data monetization for third parties while preserving privacy.

Tags: Database Security, Agentic AI Security, LLM Security, MCP Security, Data Exfiltration, RBAC, Observability, AI Data Gateway, Permissions

## Where it fits in your security program (NIST CSF 2.0)

- [Protect](https://cybersectools.com/guides/building-protect-program-small-team): helps you prevent attacks and keep data safe.
- [Detect](https://cybersectools.com/guides/building-detect-program-small-team): helps you spot attacks and unusual activity.

## Quick facts

- Category: [Data Protection](https://cybersectools.com/categories/data-protection) · [Data Access Governance](https://cybersectools.com/categories/data-access-governance)
- Vendor: [PVML](https://cybersectools.com/companies/pvml)
- Deployment: Hybrid
- Company size fit: Mid-Market, Enterprise
- Pricing model: Commercial (contact sales)
- Features: 10 listed
- Integrations: 2 listed
- Website: pvml.com

The full feature and integration lists are on the page for signed-in visitors.

## Where it ranks

No shortlist covers this product's category yet. The closest is [Best Data Protection Solutions for Business](https://cybersectools.com/shortlists/best-data-protection-solutions).

## PVML FAQ

### What is PVML?

PVML is a product by PVML in the Data Access Governance category. It covers Database Security, Agentic AI Security and LLM Security.

### What is the pricing for PVML?

PVML is a commercial product. For pricing, visit https://pvml.com/ or contact PVML.

### What are alternatives to PVML?

Alternatives to PVML listed on CybersecTools:

1. [Dymium](https://cybersectools.com/tools/dymium) - Zero-copy, real-time governed data access layer for AI, apps, and analytics. (Commercial)
2. [Formal Protocol Security](https://cybersectools.com/tools/formal-protocol-security) - Protocol-aware reverse proxy for datastores & APIs enforcing access policies (Commercial)
3. [FileOrbis Platform](https://cybersectools.com/tools/fileorbis-platform) - Enterprise file security platform for secure sharing, governance & access control. (Commercial)
4. [TrustLogix TrustAccess](https://cybersectools.com/tools/trustlogix-trustaccess) - Data access governance platform enforcing least-privilege across data platforms (Commercial)
5. [Immuta Data Access Governance](https://cybersectools.com/tools/immuta-data-access-governance) - Centralized data access governance platform for cross-platform policy mgmt. (Commercial)

Compare all PVML alternatives at [https://cybersectools.com/alternatives/pvml](https://cybersectools.com/alternatives/pvml)

### What deployment and organization size does PVML fit?

PVML is available as cloud or on-premises (hybrid). It is listed for mid-market companies and enterprises. Pricing is commercial. Ask PVML for pricing and support terms.

## Compare PVML with similar solutions

- [PVML vs Dymium](https://cybersectools.com/compare/dymium-vs-pvml)
- [PVML vs Formal Protocol Security](https://cybersectools.com/compare/formal-protocol-security-vs-pvml)
- [PVML vs FileOrbis Platform](https://cybersectools.com/compare/fileorbis-platform-vs-pvml)

All alternatives to PVML: [/alternatives/pvml](https://cybersectools.com/alternatives/pvml)

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Source: https://cybersectools.com/tools/pvml

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More on PVML and PVML: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=product-md