Healthcare mode
Suede AI Agent Studio checks every provider on a practice's page against the public NPI Registry and every cited study in PubMed. Retracted and corrected studies are flagged before anything ships, and your named clinician or editor signs off on the exact evidence behind the page.
Your reviewer checks the exceptions, not every citation.
Create your account, add the practice as a client and open its Healthcare lane. It runs on public practice information: the practice's pages, the NPI Registry and PubMed.
Sample review
Harbor Lane Family Medicine
Who it is for
Fractional healthcare CMOs and agencies serving practices run Healthcare mode per client, with the practice's own clinician or editor as the named reviewer.
One marketing lead across several practices.
Run each practice as its own client with its own providers, sources and reviewer. Hand the clinical lead a short queue of decisions and keep the signed evidence pack for every page that goes live.
Clinics, dental groups, specialists and med spas on your roster.
Ship provider bios, service pages and articles with every NPI matched and every PMID checked. The Healthcare lane sits beside the audit, Brand Hub and reports you already run for each client.
The named reviewer on every page.
Reads the claims that need a decision, with the reason each one surfaced and the action that clears it. Everything that passed is listed in the evidence pack, so the sign-off covers the whole page.
What your reviewer gets back
NPI Registry identity for every provider, PubMed status for every PMID, and a short queue of the decisions that are left.
Every sentence that cites a source or states a figure, with the [S1], [S2] source behind it, that source's PubMed status, and whether each figure appears in the cited excerpt.
Name, credential, specialty taxonomy, active status, and individual or organisation, compared with what the page says. The NPI check digit is validated before the lookup.
Retractions, partial retractions, expressions of concern, published corrections and updated versions, plus PMIDs that are themselves notices, with the notice's own PMID when PubMed links one.
Only what needs a decision, blocking items first. Fix it, re-check it, or keep it with a written reason that goes into the evidence pack.
Approval is tied to a sha256 fingerprint of the provider records, the source checks and the accepted exceptions. The version your reviewer signed is the version you publish.
Markdown with Sources and Evidence sections, ready for the CMS or the client. Export runs only while the evidence matches the sign-off and every check is under seven days old.
How it works
Providers by NPI, evidence by PMID, the claim map, the exception queue, the sign-off and the export, all in the practice's Healthcare lane.
Add each provider with their 10-digit NPI and what the page says about them: name, credential, specialty and bio claims. Healthcare mode reads the public NPI Registry record and lines it up with the page.
Add each source by PMID or PubMed link with the passage the page relies on. PubMed's public record returns the title, journal, year, study design and every linked retraction, concern, correction or update.
Drafts cite approved sources as [S1], [S2]. Every sentence with a citation or a figure is mapped to its source, and each figure is checked against that source's excerpt.
Everything that checks out passes quietly. A retraction, an NPI mismatch, a figure with no source or a claim the NPI Registry cannot show becomes one card with the action that clears it.
The workspace owner records the named clinician or editor who reviewed the draft. Approval binds to the evidence fingerprint, and a re-check that finds nothing new keeps it.
Export the page as Markdown with its Sources and Evidence sections. A new retraction, a changed NPI record or a check older than seven days sends it back to your reviewer first.
Sample review
A fictional practice and clinician, one real retracted study as PubMed lists it, and the decisions a reviewer makes before sign-off.
Sample review
Dr. Maya Ortiz, MD, is a family physician at Harbor Lane.
Provider · NPI 1234567893
Identity matched to NPI Registry recordDr. Ortiz is board certified in family medicine.
Provider bio claim
Not checkable from NPI · reviewer confirmsIn the cited study, 62% of children improved on a fiber plan [S1].
S1 · figure 62% found in the source excerpt
In PubMed · no retraction, correction or concern linked (checked Oct 28, 2026)Early research linked bowel symptoms to developmental disorders in children [S2].
S2 · PMID 9500320
Retracted9 in 10 families get a same-week visit.
No source cited
Figure with no sourceSample source: a pediatric nutrition study (fictional)
Sample source with no PMID. In a live review this row shows the article's PMID, journal and year.
In PubMed · no retraction, correction or concern linked (checked Oct 28, 2026)Ileal-lymphoid-nodular hyperplasia, non-specific colitis, and pervasive developmental disorder in children
PMID 9500320. The Lancet, 1998. Retraction notices linked: PMID 15016483 and PMID 20137807. Expression of concern linked: PMID 21971344.
Retracted (checked Oct 28, 2026)Sample source: a current clinical review (fictional replacement for S2)
Sample source with no PMID, added to replace S2 and re-checked.
In PubMed · no retraction, correction or concern linked (checked Oct 28, 2026)Three cards for the reviewer. The provider record, S1 and its figure passed quietly.
PMID 9500320
PubMed marks this article retracted. Replace or remove it. Keep it only if the content is about the retraction.
ResolvedReplaced with S3 and re-checked. The sentence now cites S3.
Dr. Maya Ortiz, MD (NPI 1234567893)
Board certification is not shown in the NPI Registry. The reviewer confirms it from the issuing body.
Kept with a reasonReason recorded: "Confirmed on the certifying board's public lookup."
"9 in 10 families get a same-week visit."
States 9 in 10 with no source. Cite the source, remove the figure, or keep it with a reason.
Kept with a reasonReason recorded: "The practice's own Q3 scheduling report."
Sample. Harbor Lane Family Medicine, Dr. Maya Ortiz and Dr. Dana Reyes are fictional. NPI 1234567893 is the CMS documentation example. S1 and S3 are fictional sources. PMID 9500320 is a real PubMed record, shown as PubMed lists it.
Guided and Expert
Both views read and write the same providers, sources, exceptions and sign-off. Switch any time.
For the account lead and the reviewer.
One step at a time: add the providers, add the sources, run the checks, clear the queue, sign off. Each step says what is left before the next one opens.
For the operator running several practices.
The providers, the source checks, the claim map and the exception queue on one screen, with re-check and accept-with-reason a click away.
What is checked
Each line of the evidence pack says what was checked, against which public record, and what the result means.
Provider name, credential, specialty, active status
Checked against The public NPI Registry record for that NPI
Label Identity matched to NPI Registry record
Board certification and licensure
Checked against The issuing body, by your reviewer
Label Not checkable from NPI · reviewer confirms. Board certification and licensure: confirmed by your reviewer
Fellowship, residency, hospital privileges, years of experience, awards
Checked against The issuing body or the practice, by your reviewer
Label Not checkable from NPI · reviewer confirms
Each cited study, by PMID
Checked against PubMed's public record, as indexed on the check date
Label In PubMed · no retraction, correction or concern linked (checked <date>)
Retractions, concerns, corrections, updates
Checked against The notices PubMed links to the article
Label Retracted · Expression of concern · Correction published · Updated version published
A PMID that is itself a notice
Checked against PubMed's publication type
Label This PMID is a notice, not a study
Figures in the copy
Checked against The excerpt of the source the sentence cites
Label Figure found in the source excerpt, or a card in the queue
Sources without a PMID
Checked against Your reviewer
Label Outside automated checks · reviewer confirms
Freshness
Checked against The date of every provider and source check
Label Checks older than 7 days are re-run before sign-off or export
Public data
Healthcare mode works from what a practice already publishes, the public NPI Registry and PubMed. The workspace owner confirms public information only when turning the mode on, and a brief that carries patient identifiers is refused before it runs. Drafts state approved practice facts and cited sources; diagnoses and clinical advice stay with your clinicians.
Plans
Healthcare mode runs in the Clients workspace on Studio software: $99/month with 100 client workspaces and $50 monthly usage credit. Model work draws from workspace credit at your plan's metered rates.
Suede AI sets up the practices, runs the checks and prepares every page for your reviewer, scoped and quoted per engagement alongside your software plan.
FAQ
Identity. The public NPI Registry record's name, credential, specialty taxonomy, active status and type (individual or organisation) are matched against what the page says, after the NPI's check digit is validated. Board certification and licensure are confirmed by your reviewer from the issuing body, and that confirmation is recorded in the evidence pack.
Full and partial retractions, expressions of concern, published corrections, updated versions, and PMIDs that are themselves notices rather than studies, with the notice's own PMID when PubMed links one. Each status is PubMed's record as indexed on the check date, and the label carries that date.
Your named clinician or editor. The workspace owner records the reviewer's name in the attestation, and the approval is bound to a sha256 fingerprint of the evidence: provider records, source checks and accepted exceptions.
Export stops and the page goes back to your reviewer. A new retraction, a changed NPI record or a removed acceptance changes the fingerprint. A re-check that finds nothing new keeps the sign-off, and any check older than seven days is re-run before export.
No. Sources PubMed lists with no retraction, correction or concern linked, providers whose NPI record lines up with the page, and figures found in their source excerpt pass quietly and are listed in the evidence pack. The reviewer decides the exceptions.
The Healthcare GEO workflow in the client's Brand Hub drafts from approved practice facts and approved sources only, cites them as [S1], [S2], and waits for the owner's named-reviewer attestation before export.
Healthcare mode runs in the Clients workspace on Studio software: $99/month with 100 client workspaces and $50 monthly usage credit. Model work draws from workspace credit at your plan's metered rates. Managed Service is scoped and quoted separately.
Add the practice, match its providers in the NPI Registry, check its sources in PubMed and hand your reviewer the exceptions. The signed version is the version that ships.
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