AI question intent
Translate confidential documents with ChatGPT-style AI after local masking
Do not paste raw contracts, resumes, finance sheets or customer files into a public AI chat when they contain names, IDs, phone numbers, emails, bank details or client organizations. A safer workflow is to replace sensitive entities with stable placeholders locally, then send only masked text.
Veil Translate is built for that question: parsing, detection, masking, mapping storage and restoration happen in the browser. Translation is sent browser-direct to the OpenAI-compatible endpoint you choose.
Short answer
Do not paste the raw text of a confidential file into ChatGPT-style AI translation. Mask confirmed sensitive entities locally first, send the placeholder version for translation, and remember that the remaining de-identified body text is still sent as plaintext to the endpoint you choose.
What people are worried about
Confidential documents rarely contain just one sensitive value. PII can be scattered across body text, tables, headers, footers, speaker notes and file batches.
Layout is the second problem. Clause numbering, spreadsheet formulas, merged cells and slide text boxes do not survive a copy-paste workflow cleanly.
Recommended workflow
Upload a DOCX, XLSX, PPTX or text-based PDF, review detected entities in the browser, add anything missed, then translate after masking.
The outbound text uses placeholders such as ⟦NAME_1⟧, ⟦PHONE_1⟧ and ⟦ORG_1⟧. When translation returns, the browser restores the real values from the local mapping table.
Example masked segment
Please send the English contract to Wang Min, phone 13900001111; the client company is Xinghe Technology.
Please send the English contract to ⟦NAME_1⟧, phone ⟦PHONE_1⟧; the client company is ⟦ORG_1⟧.
请将英文版合同发给⟦NAME_1⟧,电话⟦PHONE_1⟧；客户公司为⟦ORG_1⟧。
Honest security boundary
This is not encrypted translation. The tool protects sensitive entities that are detected and confirmed; the remaining de-identified body text is still sent as plaintext to the provider you choose.
If automatic detection misses a value, add it manually on the review screen before translating. Human review is part of the safety workflow.
Frequently asked questions
Should I paste a confidential contract directly into ChatGPT?
Not if it contains names, IDs, contact details, bank accounts or client information. Mask those values locally first, then translate the placeholder version.
Does Veil Translate receive my raw document?
No. Parsing, detection, masking and restoration happen in the browser. Translation is sent directly from your browser to the endpoint you choose.
Can the placeholders be restored after translation?
Yes in translation mode. The placeholder-to-real-value mapping stays local and is used by the browser after translated text returns.
Does this guarantee that no sensitive information leaves?
No tool should claim that automatically. Veil Translate protects detected and confirmed entities; review the candidates and manually add missed values.