obscurA repeatable process, instead of a rule everyone applies their own way.
Banning AI on documents does not work: it gets bypassed. A process that makes protection fast, on the other hand, gets followed.
What changes in daily work
- Manual find-and-replace disappears, and with it the mistakes made when tired.
- The same value repeated in different places always receives the same placeholder.
- The check before output is automatic and does not depend on who remembers to run it.
- Review stays possible: you see what was detected and can correct it.
- Restoration lets you bring the real values back into the AI response.
Who uses it
Law firms
Filings and pleadings contain names, tax identifiers and case references. All-caps headings are the norm, and that is exactly where automatic recognition struggles most — which is why obscurIA handles them specifically.
Accountants
Financial statements, tax returns and company records contain VAT numbers, tax identifiers and bank details. These are fixed-form values: where a check character exists, it is verified.
Notaries
Registers, deeds and land records. A value repeated twenty times in the same deed receives the same placeholder every time.
Healthcare
Health data belongs to special categories: its exposure cannot be remedied the way a phone number can. The dedicated dictionary covers health cards, medical records, prescriptions and reports.
Companies
Contracts, correspondence, minutes and HR documents.
Sole practitioners
Working alone means there is no legal department re-reading documents before they go out: the check before sending is the only one there is, and it has to work without adding steps to the day.
Banks and financial intermediaries
Credit files, lending applications and client correspondence contain IBANs, transaction references, bank coordinates and income data. The banking dictionary recognises the formats used in receipts and statements, and processing stays on the device: no account holder's data crosses the network in order to be protected.
Associations and professional bodies
A concrete service for members, without buying licences upfront for everyone. It is also how you respect your members' data: membership lists, fees, minutes and resolutions stay protected before they reach an AI tool.