Protect sensitive text before AI
A practical guide to local tokenization, human review, Protect and Pro, and local restoration.
Layrin protects sensitive text locally before anything is shared with AI.Layrin protects sensitive text locally before anything is shared. Review what leaves your device, use AI on the protected version, then restore the response locally.
Use your existing AI tools with Protect, or keep the complete workflow inside Layrin with Pro. Now available on Microsoft Store
Nothing leaves your device at this step.
Hi Olivia,
Please prepare the revised agreement for Meridian Health Analytics before Friday.
Daniel Mercer asked us to send contract MHA-2026-041, covering the CAD 248,965 engagement, to 100 King Street West, Toronto, ON M5X 1A9, Canada.
Contact him at daniel.mercer@meridianhealth.ca or +1 416 555 0198. Internal client reference: CL-MHA-88217.
Thanks, Sofia Almeida
Professional text
Protect the sensitive details inside the text your work already depends on—without removing the context your AI task needs.
Layrin detects and replaces names, dates, financial details, identifiers, secrets, and other confidential values on your device.
Protect names, contact details, dates, and confidential references in everyday correspondence before you use AI.
Keep participants, projects, financial values, decisions, and internal identifiers protected in longer notes and reports.
Review client names, matter references, dates, financial terms, and confidential clauses before using an excerpt with AI.
Review patient or participant references, dates, study details, and other sensitive values before an appropriate AI task.
Protect candidate and employee text, compensation details, dates, and identifiers before drafting with AI.
Protect amounts, accounts, business identifiers, infrastructure details, and secrets in business writing.
Practical guidance for protecting sensitive text before using AI.
A practical guide to local tokenization, human review, Protect and Pro, and local restoration.
How it works
Protect the private details locally, review them, use AI on the protected version, then restore the final answer on your device.
Paste the customer message. Layrin replaces private details with safe tokens before anything leaves your device.
Original message
Check the tokenized version and decide exactly what may be shared with AI.
Protected version
With Protect, add your instruction in the AI tool you choose. With Pro, write it in Layrin and review the protected instruction before it is sent.
Example instruction
The AI writes a useful response using protected tokens instead of the original private details.
Protected AI response
Layrin restores the final response locally before you send it.
Restored response
Designed around one boundary
The product is shaped around one simple rule: protect sensitive details on your device first, then let you decide what may be shared with AI.
Local-first protection before cloud AI
You approve the protected version
Original values stay in your local vault
Final answers are restored locally
Positioning
Use it for client correspondence, internal notes, support replies, HR messages, and business drafts when the writing can go to AI but the raw details should not.
Private access
Continue monthly after the trial. Cancel anytime from your dashboard.
FAQ
Protect the text locally in Layrin, review the placeholders, use AI on the protected version with Protect or Pro, then restore the response on your device.
People often search those terms. Layrin uses reversible local tokenization: sensitive values are replaced with placeholders and can be restored on your device. It is not irreversible anonymization.
Yes. After the AI replies with placeholders, Layrin restores the original values locally on your device.
No. Layrin currently works with pasted text. You can paste text from emails, reports, contracts, notes, and other professional sources.
No. Layrin protects approved sensitive values locally before the text is used with AI. Original values and restoration mappings remain on your device. With Protect, you choose where to use the protected text. With Pro, reviewed protected content temporarily transits through Priova’s authenticated managed service, while originals stay local.
Yes. Layrin can work with longer pasted text. Review remains important, and detection is not guaranteed to be perfect.
Protect works with the AI tools you already use. Pro adds an integrated AI workflow inside Layrin.
No. Layrin is a desktop app built around a local protection workflow before you use AI.
On layrin.com. The desktop app stays focused on protection and restore, while account and access details stay in your dashboard.