The local PII firewall for AI

Use any AI.
Leak nothing.

MaskWise strips the personal data out of your documents on your own Mac, hands you a clean, token-efficient Markdown version to paste into any AI tool, and restores the real values when the answer comes back.

macOS Tahoe 26 or later On-device by design No sign-up to start
MaskWise · Review On-device
referral-letter.pdf · parsed locally

Re: Referral for Maria Alvarez (DOB 04/09/1971, MRN 558210).

Ms. Alvarez reports persistent migraines over six weeks, unresponsive to first line treatment. Please evaluate for neurology follow up.

Contact: (415) 555-0182 · m.alvarez@email.com

pasted back from your AI tool · restored locally AI answer · re-hydrated

Maria Alvarez, born 04/09/1971, presents with a six week history of persistent migraines unresponsive to first line treatment. Recommend neurology referral with headache diary and imaging if red flags emerge. Patient can be reached at (415) 555-0182.

DETECTEDReal values, found and highlighted. They never leave your Mac.
synthetic example · no real patient data
On-device by designDetection and masking happen on your Mac. Your documents are never uploaded; only the masked Markdown you approve ever leaves.
You approve what leavesCopy stays locked until you have reviewed every masked value. The review screen is the product.
Restored locallyThe AI answer comes back with the real values swapped in on your Mac, ready to use.
[HOW_IT_WORKS]

A round trip across a gap you control.

No connectors, no plugins, no browser extensions. You move the text yourself, by copy and paste. That is a feature: because your documents are masked on your Mac before anything is copied, the privacy promise is enforced by architecture, not by policy.

ON YOUR MAC · MASKWISE · ON-DEVICE OUTSIDE · ANY AI TOOL THE AIR GAP crossed only by you 01 Detect + mask PII becomes tokens 02 Convert to .md lean, structured, small 03 Verify + copy you approve what leaves you paste the masked .md Any AI model Claude · ChatGPT · Gemini Copilot · more sees only tokens, never real PII AI answer, still tokenized you paste the answer back 04 Re-hydrate tokens become real values Final answer real names and numbers restored, ready to use
The only thing that crosses the line is masked Markdown you reviewed, and the only way it crosses is you. The token mapping is held in an encrypted vault on your Mac for the length of the round trip.
On your Mac

Drop a document

PDF, Word, Excel or pasted text. Parsed entirely on your machine, with structure preserved.

On your Mac

Mask, then convert to .md

Every identifier becomes a reversible token, and the document becomes clean, lean Markdown built for AI input.

Your choice

Approve and paste into any AI

Copy unlocks only after you review. Claude, ChatGPT, Gemini, your internal chatbot, anything you can paste into.

On your Mac

Get it back, whole

Paste the answer into MaskWise. Tokens swap back to the real values locally, and anything uncertain is flagged, never guessed.

[LEAN_MARKDOWN]

Smaller prompts. Better answers. Lower bills.

Masking is only half of what the conversion does. Raw copy-paste from a PDF or Word file drags along layout noise: repeated headers and footers, page numbers, broken line breaks, styling junk. MaskWise rebuilds the document as clean, structured Markdown, which is the most token-efficient way to hand a document to an AI.

Prompt size for the same 10 page document
Raw copy-paste from the PDFBLOATED
Repeated headers, page numbers, broken lines, layout noise the model has to wade through.
MaskWise .mdLEAN
Headings, lists and tables preserved as compact Markdown. Nothing the model does not need.
illustrative comparison · actual savings depend on the document

Better answers

Models read structure. A .md file with real headings, lists and tables gives the AI the shape of your document, so summaries, reviews and extractions come back sharper than from a wall of pasted text.

More room in the context window

Lean input means longer documents fit in a single prompt, with space left over for your instructions and the model's answer.

Lower cost at scale

If you pay per token, every round trip costs less. The cleanup that protects your data also trims the bill, on every single use.

[PRIVACY_FACTS]

The label we wish every AI tool had to print.

Privacy Facts

MaskWise for Mac · per round trip
Network calls to mask or restore0
Bytes of your document uploaded0
Real values stored in plaintext0 *
Cloud services involved0
Sign-up required to start0
Content you approve before copy100%
* The mapping between tokens and your real values is encrypted in your Mac's Keychain vault, never written to disk in plaintext. Clear the vault any time to delete it permanently. MaskWise Pro is an optional App Store subscription.

Provable, not promised.

Cloud redaction tools ask you to trust a privacy policy. MaskWise runs detection and masking entirely on your Mac. The only thing that ever leaves is the masked text you reviewed and copied yourself.

On-device, and yours to clear.

Everything MaskWise learns, your vocabulary, corrections and the token vault, is encrypted on this Mac and used only to improve detection. Clear the vault and the link between tokens and real values is gone for good.

Honest about its limits.

No detector catches everything, and you should distrust any tool that claims it does. MaskWise pairs pattern rules with an on-device recognition model, with an optional Apple Intelligence deep scan, then puts you in front of a review screen before a single character leaves. That review step, not blind trust, is the safety mechanism.

[BUILT_FOR]

Made for work where a leak is not an option.

If your documents are full of other people's personal data, and your industry has rules with teeth, MaskWise was built for your desk.

Healthcare

First

Notes, referrals and records are dense with patient identifiers, and the pull to use AI is strongest here. Built first for clinical work.

RULE PACK: HIPAA SAFE HARBOR

Legal

Contracts, filings and discovery carry privileged client data that confidentiality will not let you paste into a chatbot.

RULE PACK: GENERAL PII + CUSTOM

Finance

Statements, returns and client files mix personal identifiers with account data you cannot paste into a chatbot.

DETECTS: CARD · IBAN · BANK ACCOUNT
[WHY_LOCAL]

Every other path sends the data somewhere.

Approach
Where your PII goes
The catch
MaskWise, local
Stays on your Mac
You move text by copy and paste. That is the point.
Cloud redaction API
Sent to their servers first
To redact your data, it has to receive your data.
Provider "we won't train on it"
Still leaves your machine
A retention promise is not removal. The data sits in logs.
Doing nothing
Pasted raw into chatbots
Shadow AI is already happening on your team.
[FAQ]

Fair questions, straight answers.

Does MaskWise catch every identifier?+
No tool can honestly promise that, and you should be wary of any that does. MaskWise combines high precision pattern rules with an on-device recognition model, then shows you every detected span before anything is copied. You can add or remove spans by hand. The review screen, not blind trust, is the safety mechanism.
Which AI tools does it work with?+
Any tool you can paste text into: Claude, ChatGPT, Gemini, Copilot, Perplexity, or an internal chatbot. MaskWise produces clean Markdown with consistent tokens, so the AI still sees a coherent, useful document and gives a useful answer.
Where does my data actually go?+
Documents are parsed on your Mac, the token mapping is held in an encrypted vault in your Keychain, and the only thing that ever leaves is the masked text you review and copy yourself. Clear the vault any time and the link between tokens and real values is gone for good.
How much does the .md conversion actually save?+
It depends on the document. The savings come from stripping what the model never needed: repeated headers and footers, page numbers, broken line breaks and styling noise, while keeping the structure as compact Markdown. Cleaner input also tends to produce better answers, which is the bigger win for most people.
What does it cost?+
MaskWise starts free: mask up to 10 documents a month on Basic, with text, PDF, RTF and Markdown files. MaskWise Pro removes the monthly limit and adds Word, Excel and PowerPoint, as an auto-renewing App Store subscription. Masking runs on your Mac on every plan.
Is this HIPAA compliance in a box?+
No, and we will not claim that. MaskWise helps you de-identify personal data before it leaves your machine, with a rule pack mapped to the HIPAA Safe Harbor identifiers as the default. Your compliance posture is bigger than any single tool, and honest software says so.
When is Windows coming?+
Mac ships first, Windows is next on the roadmap. Join the waitlist and you will hear the moment each is ready.

Be first in line when it ships. Your documents will thank you.

MaskWise for Mac is in development with design partners in healthcare. Join the waitlist for early access, or write to us if you want to be one of the partners shaping it.

Thank you. You are on the list, and we only email when there is something real to say.
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