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Layers / Security / Governance / Privacy and PII / openmed

openmed

UNCLAIMEDClaim this listing

By maziyarpanahi

PRIVACY AND PIICOMPLIANCE AND GOVERNANCE

openmed — Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 2,200+ medical models, 21 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Listed under Privacy and PII in the Security / Governance layer. 7 of 13 comparison attributes are recorded, each with the page it was read from.

OpenMed reads clinical text and removes 50 PII entity types on hardware you control. Explore 2,200+ open models, on-device runtimes, and reproducible biomedical NER benchmarks.

4 OF 4 SIGNALS HELD

WebsiteDocsmaziyarpanahi/openmed

What it runs on, and what runs on it

9 cited edges
The differentiator

Computed from the stack graph, both directions. Every cited edge links the page it was read from; a vendor-added one links the vendor’s own source — this is the reason to be here rather than on the vendor’s own site.

RUNS ON / INTEGRATES WITH

USED BY

  • nothing recorded

Open-source signals

LICENCE
Apache-2.0
2026-09-12JSON
DOWNLOADS 30D
not measured
LAST COMMIT
not measured

A HOLLOW RING IS UNMEASURED, NOT ZERO · WE DO NOT SUBSTITUTE A PARENT COMPANY’S REPOSITORY FOR A PRODUCT THAT HAS NONE

Price

We hold no price for this product.

This is open-source software: you can run it yourself and the licence costs nothing. If the project also sells a hosted service, we do not yet hold the page it prices it on. If that changes — or if you publish /.well-known/pricing.json — it appears here with a capture date.

How we read prices →

What its categories ask

7 answered · 6 unanswered

13 questions declared by Privacy and PII and Compliance and governance. Most rows across the directory read like these.

ATTRIBUTEANSWEREVIDENCE · SOURCE
Air-gapped installYes
“Offline & Air-Gapped Installation Standalone Local Redactor Manifest Offline Install”
2026-09-22
Data residencyAfrica, India
“Africa Data-Residency Guide Africa Attestation Review Template African Context-sensitive Attributes”
2026-09-15
Frameworks21 CFR Part 11, HIPAA Safe Harbor, ISO 27701/27001
“21 CFR Part 11 Audit Trail Reproducible Release Provenance Access-scope Minimization Evidence Audit Artifact Size Budgets Privacy Evidence Freshness Gate Privacy-Artifact Lineage Manifests Public API Deprecation Policy Pan-African Malabo Baseline Egypt PDPL & Morocco Law 09-08 Africa Data-Residency ”
2026-09-22
LicenceApache-2.0
“Apache-2.0 · nothing to sign”
2026-10-06
Open sourceYes
“Open source · community-driven”
2026-10-06
PII types55+ PHI types, 35 model-backed PII languages, 42 supported codes, 600+ PII models, plus validator-backed ID-only locales
“35 model-backed PII languages, 42 supported codes, 600+ PII models, plus validator-backed ID-only locales.”
2026-10-06
RedactionYes
“BIO-tags span-parity Five redaction methods Mask with [NAME] labels, redact, hash, shift dates by a fixed offset, or replace with Faker-backed surrogates that keep local ID formats valid.”
2026-10-06
Audit logno answer on record
Deploymentno answer on record
Evidence collectionno answer on record
GDPR DPAno answer on record
Real-time filteringno answer on record
SOC 2no answer on record

A ROW WITH NO ANSWER IS NOT A ROW WITH A “NO” · A VENDOR MAY ANSWER A BLANK ONE, MARKED VENDOR CLAIMED WITH ITS SOURCE · A DOCUMENTED VALUE IS DISPUTED, NOT OVERWRITTEN, AND STAYS VISIBLE WHILE WE RE-READ THE SOURCE

Practitioner reviews

Nobody has written one yet.

A review here is structured, not a star: hardware, scale band, what broke in production, and whether you would choose it again.

NO PERCENTAGE IS SHOWN UNDER FIVE REVIEWS · NO STAR RATINGS, EVER

Also in this category

25 products in Privacy and PII. Comparison defaults to within the category — pairing this with a GPU cloud would produce a page that means nothing.

adrianNO DEPENDENTS RECORDEDCOMPARE →
agent-safe-pipelineNO DEPENDENTS RECORDEDCOMPARE →
AgentSealNO DEPENDENTS RECORDEDCOMPARE →
api-relay-auditNO DEPENDENTS RECORDEDCOMPARE →
ArcjetNO DEPENDENTS RECORDEDCOMPARE →
Arthur AINO DEPENDENTS RECORDEDCOMPARE →
bifrostNO DEPENDENTS RECORDEDCOMPARE →
cordumNO DEPENDENTS RECORDEDCOMPARE →

USED BY = LISTED PRODUCTS DEPENDING ON IT, IN THIS DIRECTORY

Frequently asked

Is openmed open source?
Yes — it is listed as open source, and its repository is the source for the activity figures on this page rather than anything the project says about itself.
What does openmed run on?
Anyscale, Apache Airflow, dagster and 6 more. Every one of those is an edge we recorded from documentation that states it, not an inference from what the two products have in common.
Does openmed offer air-gapped install?
Yes. Read from their own page: “Offline & Air-Gapped Installation Standalone Local Redactor Manifest Offline Install”.
Does openmed offer open source?
Yes. Read from their own page: “Open source · community-driven”.
What does a blank mean on the openmed page?
That nobody has told us, not that the answer is no. A hollow ring is "no answer on record", which is a different state from a recorded no — and the two look different on purpose. A blank is an absence of evidence, and this page shows how many of its questions are in that state rather than quietly leaving them out.
Where do the openmed figures come from?
Each one is read from a public page — usually the vendor's own documentation or pricing page — and carries a link to it with the date it was read. Nothing here is estimated, averaged across sources, or inferred from a similar product. If a figure cannot be traced to a page, it is not published.
Can openmed change what this page says?
They can claim the listing and supply or correct values, which are then labelled as theirs. They cannot remove the page, hide a comparison they are losing, or change a figure somebody else recorded with a source. Nothing on the page is for sale. How the site is paid for is set out under money and independence at /our-data#sec5.
Something here is wrong — how do I fix it?
Dispute the value. Every figure links to the page it was read from, so a dispute names the value and gives a source that contradicts it. That is the only lever anyone has over this page, and it is the same lever for the vendor, a competitor and a reader.
Is this listing run by maziyarpanahi?
No. It is built from public sources, and no value on it came from the company. Anyone with an address at openmed.life can claim it for free. A claim lets the company write the tagline, description and logo, and answer blank questions or add dependencies, each marked as theirs with a source. Prices, licence and OSS figures stay as the directory read them, category changes only through our review, and each can be disputed with a source.

Cite this page

A model that quotes us should quote us correctly. The reading and its date sit inside the citation rather than beside it, because a quotation carrying only a URL goes wrong the week the URL changes.

infratoapp, “openmed — Privacy and PII”, read 22 September 2026. Air-gapped install: Yes as published at openmed.life. https://www.infratoapp.com/products/openmed

What openmed can and cannot change here

Claiming maziyarpanahi lets its admins and editors change the tagline, description, logo, docs link and deployment model of every product that org owns — live, labelled as theirs, and logged. Answers to blank questions and dependencies go live too, marked as the owner’s and sourced; a documented answer cannot be overwritten. Everything else on this page is a stated fact with a dispute route: price, licence and OSS figures. Those columns are ungranted at the database level, so they are not a feature we withheld — they are a write that cannot happen. Name, category, website, pricing page and package names can be changed by the owner only through our review. A dispute never deletes a value; it marks it and publishes the correction.

Claim maziyarpanahiFree · email at openmed.life