Use case · AI Data Loss Prevention

Protect sensitive data

Verillian scans outbound requests for regulated data and acts at the boundary, before content reaches the provider, rather than flagging it after the data has already left. Detection is configured per institution and is best-effort, not a guarantee that every value is caught.

What this looks like

Your policy is enforced at the moment a prompt is sent. Sensitive content is redacted or the request is blocked before it leaves the device.

Before the boundary
Configurable detection for social security numbers, payment card numbers, medical record numbers, and other types, applied in the request before it reaches the provider. Detection is best-effort, not a guarantee that every value is caught.
Redact or block
Per institution: which entity types, redact or block, and what sensitivity thresholds apply.
Any HTTPS tool
If the tool speaks HTTPS to a provider, Verillian governs it. No plugins, no API wrappers, no change to the tool.
Provider receives only what policy allows
Nothing more passes through than your rules permit.

Redacted before it leaves the device

Sensitive values detected in an outbound prompt are masked on the device before the request reaches the provider. Detection is configured per institution and is best-effort.

redaction · representative view

The model proposes. Verillian decides.

Policy is checked and the interaction signed at the moment of execution, before anything leaves your network. Your keys, your record, your call.

Run a pilot on your own fleet

We work closely with our first institutions, on their endpoints, against their policies. The deployment becomes the proof.