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AI workflow

Redact before the AI conversation starts.

Detection and redaction run in the browser first. Vault then gives the assistant workflow reviewed redacted context, not raw original document text.

Handoff modelReviewed context
01
Raw original

stays behind the browser-local redaction step

02
Reviewed output

approved redacted context moves forward

03
AI context

assistant works from the reviewed version

Workflow

The order matters.

The workflow is not upload first, ask later. It starts by removing sensitive values from the working copy before any AI step.

01

Detect and redact locally

Detection and redaction run in the browser, so original sensitive values stay local during detection and redaction.

02

Review the working copy

Users review detections and replacements before the processed session becomes the source for the next step.

03

Save to Vault

Vault stores processed, redacted, and tokenized sessions with review history, metadata, safe summaries, and processed outputs.

04

Ask AI from Vault

AI receives reviewed redacted context from Vault, not raw original document text.

Data boundary

What moves forward.

The AI handoff is based on reviewed redacted context from Vault. The raw original document text is not the AI input in this workflow.

Redact before sending to AI.

Original sensitive values stay local during detection and redaction.

Vault stores processed sessions, safe summaries, metadata, review history, and processed outputs.

AI receives reviewed redacted context from Vault, not raw original document text.

Vault object
Processed redaction session
Redacted session content
Tokenized session details
Review history
Metadata and safe summaries
Processed outputs
Start point

Begin with redaction.

The app entry for this workflow is the redaction canvas: review the detections, save the processed session to Vault, then continue to AI from reviewed redacted context.

Redact BEFORE sending to AI. The AI request is anchored on the reviewed redacted session from Vault, with safe summaries and processed outputs available for the assistant workflow.

Open the redaction workflow