Sensitive data in real use

Sensitive data requires scope, sources, and review.

Apeirum works with sensitive documents and data. Users need to understand scope, sources, limits, privacy, and review from the first touchpoint.

Data panel
Reviewable
Upload

SaaS Contract.pdf enters as active attachment.

Scope

Query limited to project, conversation, or library.

Source

Clause and page appear with the answer.

Integration

Keys and permissions are handled outside the payload.

Sources and controls reduce operational risk, but they do not eliminate AI error or replace professional review.

Data flow

Data handling should appear in the usage path.

01

Account

Login, signup, and authenticated workspace separate personal use, team use, and scope.

02

Upload

A document enters with a clear purpose: query, analysis, library, or scoped workflow.

03

Context

AI should use active attachments, selected documents, and enabled sources.

04

Answer

The answer should show source, excerpt, or limits when the context requires review.

05

Action

Before sending, integrating, or deciding, there is human review.

Product controls

Users need to understand the limit before using the result.

New users need enough context to try. Evaluating teams need to know how to move forward without exposing data or promising what AI cannot guarantee.

Scoped data

Documents and sources should stay tied to the authorized account, conversation, library, or integration.

Visible sources

Retrieved excerpts support checking and reduce black-box answers over documents.

Clear limits

Apeirum does not promise zero error, zero leakage, or replacement of professional review.

Accessible terms

Privacy, terms, and handling rules must be easy to find.