PVML lets IT teams create secure virtual databases on current infrastructure without data duplication, adding safety controls for AI tools.
What it is
PVML provides virtual databases designed for enterprise IT teams to connect existing data sources without moving or duplicating raw records. The software builds a security and governance layer on top of current infrastructure, allowing organizations to manage permissions and audit queries in real time.
Key features
- Connects to any database with zero data movement or duplication using Golang connectors
- Enforces dynamic user-level permissions and scope on every query before execution
- Applies mathematical guardrails and differential privacy to protect sensitive information
- Generates ready-to-use protocols like MCP, A2A, and APIs for external models
- Logs every agent action and response for centralized auditing and governance
Who it's for
IT departments, data engineers, and security teams managing sensitive corporate data who want to grant safe access to business units and external models without risking compliance breaches.
Pricing
Check the official website for current pricing.
Use cases
- Connect existing databases without duplication
- Enforce dynamic permissions on queries
- Anonymize sensitive datasets for analysis
- Audit agent and model data access
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