Docult AI engine

Detection designed
for legal files.

Docult relies on an in-house AI engine developed for this offer: specialised detection, business rules, reversible pseudonymization and audit, without sending documents to a third-party cloud model.

Product architecture

An engine built to pseudonymize, not to chat.

The Docult engine combines specialised detection, legal rules and human control. It identifies sensitive data, proposes stable codes and prepares exports without attempting to recreate original values.

Engine preview
docult-engine
Docult AI engine β€” document analysis
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Input: services_agreement.pdf
Detection: proprietary engine + business rules + regex patterns
Entities: 47 sensitive values proposed
Validation: mandatory user review
Output: redacted document + encrypted vault + audit report
How it works

Three steps from raw document to controlled file.

1. Extract useful content

The Docult engine reads PDF, Word and Excel files, preserves document structure and prepares areas for analysis.

2. Detect sensitive data

Business rules, regex patterns and specialised detection identify people, entities, addresses, dates, IBANs and confidential information.

3. Pseudonymize and audit

Each validated value receives a stable code, linked to an encrypted reversibility vault and an actionable audit report.

Why it is different

A vertical engine, not a generic assistant.

The Docult engine is built for one purpose: detect sensitive data, replace it with traceable codes and produce audit evidence useful to legal teams.

Built in-house

Detection and pseudonymization logic is designed by Docult for legal documents, without relying on an external general-purpose model.

Hosted in France

Core processing runs on Docult infrastructure hosted in France. Documents are not sent to a third-party cloud model.

User control

Users validate entities before application, adjust suggestions and keep control of the mapping table.

Controlled reversibility

Codes stay stable and can only be restored from the encrypted vault by authorized users.

Specialised detection

Sensitive categories are handled as compliance objects.

Each detected category can be validated, corrected, redacted, exported and restored according to firm permissions.

PeopleCompaniesAddressesDatesIBANsCase referencesAmountsHealth data
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