Platform

Operational intelligence for protected data.

Vrangr is one system that controls how AI touches sensitive data. It starts with a single protected workflow and grows into a map of your documents, people, events, and decisions, with rules in place the whole way.

What it is

A control layer, not another chatbot.

Vrangr sits between your protected data and AI. It does not replace the model. It governs the boundary so the model only sees what your rules allow, and so every answer leaves a record you can defend.

Why it is needed

Protected data is not an ordinary prompt.

Connecting a model straight to sensitive records assumes the request is safe. It is not. Ordinary setups over-share, cross boundaries, reach unapproved models, and keep no record. Vrangr treats each of those as a control point.

What it does

Check, control, record.

Vrangr checks who is asking and what they can see, controls what is retrieved and where it goes, and records what happened. The same loop runs behind every workflow you add.

Trajectory

Start with one workflow. Grow into a platform.

You do not have to adopt everything at once. Begin with one sensitive question over one protected dataset, prove the controls, then expand.

01

Protected AI

Ask questions across sensitive data with rules in place. This is where every engagement starts.

02

Data map

Connect documents, people, events, and decisions to their sources so answers can be traced.

03

Workflows

Support cases, reviews, alerts, approvals, and handoffs, each one inside the same controls.

04

Deployments

Run in private cloud, VPC, on-prem, or through an approved AI gateway.

Controls

Six controls behind every workflow.

C-01

Permission checks

Access is bound to who is asking, their role, and the task.

C-02

Data labels

Records are tagged so the system knows what each one holds.

C-03

Controlled search

Retrieval returns only what the requester may see.

C-04

Redaction

Restricted detail is removed or summarized before a model sees it.

C-05

Approved routes

Requests run only where policy allows them to run.

C-06

Audit trails

Every answer carries a record of what happened and why.

Bring one protected workflow.

We will scope it with you, run it through the controls, and review the records together before anything grows.