Skip to content
Data Reflector

Security

Your data stays home.

The engine runs on your own machine. Raw values and identifiers never leave it — the language model that plans the analysis only sees aggregate results and column names.

What crosses the boundary

Stays on your machine

  • Raw values
  • Identifiers
  • Your data files

Reaches the model

  • Column names
  • Statistics and counts
  • Chart-ready summaries

How it is enforced

Privacy by architecture.

Designed for HIPAA-regulated environments and other settings where sensitive data, including PHI, cannot be uploaded to a third party.

Data boundary in the engine

An explicit boundary mechanism controls what can leave the engine. It is part of the architecture, not a policy promise.

Sign-in with Auth0

Authentication is handled by Auth0, with access organised into plan-based tiers.

Private networking

Cloud infrastructure runs on private networking with managed identities.

Per-engine identities

Each engine has its own identity, which can be enrolled and revoked.

Read the details.

The white paper explains the architecture and the data boundary in full.