Legal effect is not accepted from AI output. It is established, tested, revised, locked, and released by the translator.
AI assists. The translator decides, translates, revises, verifies, and releases.
01 — Confidentiality Control
The translator anonymizes the source text before AI-Assistant is viewed. Names, companies, addresses, registration numbers, and other identifiers are replaced with placeholders.
Translator-only action.
No legal-effect judgment yet.
Translator
decision point
02 — Legal Orientation
The translator loads the operating rules and reviews the document’s legal frame: governing law, recipient system, structure, and drafting ambiguities.
AI-Assistant may flag.
The translator decides.
AI-Assistant
Structural / quality scan
03 — Legal Effect / Functional Equivalence
The translator does not ask: “Is this the dictionary equivalent?” The question is: “Does this wording produce the same legal consequence in the target system?”
Primary law first
Comparative sources where needed
Government translations: reference only
Dictionary: never legal authority
Approved terms are locked for the project.
Translator
decision point
04 — Production
The translator produces the German legal version, using AI-assist only as drafting assistance. The translator controls wording, structure, and legal usability.
This is not “AI output reviewed by a human.”
AI-Assistant
Candidate wording / drafting assist
05 — Stop Mechanism
If the source text itself is defective, production stops. Only the translator rules on how to proceed.
Production halt — translator ruling required.
Translator
decision point
06 — Sentence-Level Legal Translation Loop
Each sentence is worked through by the translator. AI-Assistant may assist, but an AI-generated candidate is rarely accepted unchanged.
Translator translates
Tests legal effect
Revises wording
Approves
Fluency is not enough. The translator ensures that the legal effect survives the translation.
07 — Reactive Correction
If a terminology, legal-effect, or functional-logic correction is made, the translator updates the terminology lock and triggers a backward re-scan of earlier approved text affected by that term.
AI-Assistant
Re-scan affected sentences
Narrow, reactive correction sweep.
Translator
decision point
08 — Broad Control
At any point, the translator may launch a full consistency check across all sections handled so far.
Terminology drift
Defined-term capitalization / cross-document consistency
Broad, translator-initiated sweep.
09 — Release Controls
Whole-document check for translation errors, legal-effect drift, false friends, source-text carryover, numbering, cross-references, and exhibits.
Names, parties, figures, exhibits, and placeholders are checked immediately before sending.
The translator releases the final document to the client.
If corrections are required: fix → recheck → release.
Five Distinct Stop-and-Correct Mechanisms
1. Source defect stop
2. Reactive correction sweep (terminology, legal effect, functional logic)
3. Translator-initiated consistency sweep
4. Whole-document release-review correction cycle
5. Final data-integrity blocker check