1
Neutral rewrite (anti-fingerprint)
Problem
Writing style and internal phrasing can be recognizable.
Advanced
- Reformulates content
- Standardizes structure
- Neutralizes stylistic patterns
- Preserves analysis-relevant meaning
Safe-Doc Advanced
Secure AI analysis for sensitive case files.
Roadmap Q2 2026. Shadow AI is already here: contracts, audits and legal packs get pasted into external AI tools. Safe-Doc Advanced will add a security and control layer to significantly reduce exposure risk while preserving analytical value.
Why Advanced
Clean protects daily usage.
Advanced is built for high-sensitivity case files and Data Rooms.
In these contexts, risk does not come only from names. It also comes from:
- context (amounts, dates, locations)
- internal references and identifiers
- multi-document consistency (repeated entities)
- writing style
- hidden traces (metadata, layers)
Advanced reduces these vectors to enable secure, controlled AI analysis.
What Advanced adds for AI (in practice)
2
Context reduction & generalization
Problem
"-17.3M - Feb 12, 2026 - Rouen" - even without a name, it can be identifiable.
Advanced transforms
- 17,3M- → « mid-teen million range »
- 12 February 2026 → « Q1 2026 »
- Rouen → « Northern France »
3
Zero-Trace Reconstruction
Problem
Files often contain: hidden metadata, revision history, invisible PDF layers, structural artefacts.
Advanced
- Flattens document
- Removes hidden layers
- Removes revision history
- Rebuilds clean file structure
4
Advanced Processing Summary
Safe-Doc Advanced generates a structured report: Identifiers removed · Context transformed · Style neutralized · Structural rebuild confirmed.
This report provides: transparency, auditability, internal traceability.
Use cases
Safe-Doc Advanced is recommended for:
- Data Rooms / multi-document batches
- Contract analysis
- Legal case files (disputes, audits)
- Due diligence / M&A
- Finance (reporting, memos, audits)
- HR (sensitive documents)
Positioning
Safe-Doc Advanced is designed to significantly reduce exposure and re-identification risk when using external AI tools. It does not guarantee "zero risk". Users remain responsible for final review and for deciding what is shared externally.
Clean vs Advanced comparison
| Feature | Clean | Advanced |
|---|---|---|
| Metadata removal | Yes | Yes |
| PII removal | Yes | Yes |
| Context precision reduction | Standard | Advanced |
| Neutral rewrite | - | Yes |
| Zero-trace rebuild | Basic | Advanced |
| Audit summary | Basic | Advanced |
High-sensitivity, multi-document case file?