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General AI assistant with clinician and healthcare editions

Workup Desk vs ChatGPT

Comparison last verified November 2, 2026. Facts about ChatGPT come from the public sources listed at the end of this page.

The short answer

ChatGPT is a general assistant, and OpenAI now offers it to healthcare in two editions. ChatGPT for Clinicians launched in April 2026 and is free for verified US physicians, nurse practitioners, physician assistants and pharmacists, with clinical search, citations and a BAA you can sign in settings. ChatGPT for Healthcare is the organization edition, with shared templates, admin controls and a BAA, and since September 2026 a read-only Epic connection.

Workup Desk is narrower. You keep one patient per workspace, with that patient's referral, letters, results and your notes as the sources, and you draft the assessment, referral letter, handover summary or patient summary from them. You edit every draft in a rich-text editor and export it to PDF or Word.

If you want one assistant for clinical questions, evidence search and general writing, ChatGPT covers far more ground, and the clinician edition costs nothing in the US. A ChatGPT project can also hold one patient's files. Choose Workup Desk if you want the workspace itself organized around patients and clinical documents, shared inside your organization with roles.

Compare them side by side

 ChatGPTWorkup Desk
Who it is forEveryone. The clinician edition serves verified US clinicians, and the healthcare edition serves hospitals and health systemsDoctors who assess patients: primary care physicians, outpatient specialists and hospital doctors, alone or as a team
Unit of workA chat, or a project that holds files, instructions and chatsOne workspace per patient, holding that patient's documents and your notes
Sources it takesFiles, images and pasted text. A project holds 5 files on Free, 25 on Go and Plus, and 40 on Pro, Business and EnterpriseThe patient's documents as PDF, Word, Excel and PNG files, plus notes you type
AnswersClinical search with citations to peer-reviewed sources in the clinician and healthcare editions, plus answers from the files you addAnswers from that patient's sources, naming the document each answer comes from. Workup Desk does not search the medical literature
Clinical documentsDrafts from your prompts. ChatGPT for Healthcare adds shared templates for discharge summaries, clinical letters and prior authorizationsDrafts you edit: a clinical assessment, a referral letter, a discharge or handover summary, a patient summary
EHR connectionA read-only Epic plugin for approved ChatGPT for Healthcare and HIPAA-enabled Enterprise workspaces. Not available to individual clinician accountsNone. You upload documents and export the finished draft to PDF or Word
Patient dataA BAA is available for ChatGPT for Clinicians and ChatGPT for Healthcare. Free, Plus, Pro, Business and Health in ChatGPT are not eligibleWe keep data in your organization's account and check the permissions on each workspace on the server. Add identifiable patient data once the data processing agreement for your jurisdiction is in place
PriceFree for verified US clinicians in the clinician edition. Other plans run from Free to EnterpriseOne paid plan, with billing through Stripe. Early access is by invitation from the waitlist

Choose ChatGPT if

  • You are a verified US clinician and want a free assistant with clinical search, citations and a BAA you sign yourself
  • You want one tool for evidence questions, general writing and everything else
  • Your health system runs Epic and has approved ChatGPT for Healthcare

Choose Workup Desk if

  • You want each patient's documents in their own workspace instead of spread across chats
  • You want drafting settings for document type, purpose, audience, tone and length, plus your own templates
  • Your practice wants organization roles, per-workspace sharing and single sign-on in a tool organized around patients

Try it on one patient's documents

Open a workspace, add the referral, letters and results, and draft the assessment from them. Early access is by invitation.

We send a confirmation email, then your invite and occasional product updates. Every email has an unsubscribe link. See the privacy policy.

Common questions

Does OpenAI have a ChatGPT for doctors?

Yes, two editions. ChatGPT for Clinicians launched on April 22, 2026 and is free for verified US physicians, nurse practitioners, physician assistants and pharmacists, who verify with an NPI and a license. ChatGPT for Healthcare is the organization edition for hospitals and health systems. OpenAI says it plans to expand clinician access to more countries over time.

Can I enter patient data into ChatGPT?

Only under a BAA and only in an eligible product. OpenAI's help center lists ChatGPT for Healthcare and ChatGPT for Clinicians among eligible services and says Free, Plus, Pro and Business are not. OpenAI tells clinicians not to share PHI until a BAA is in place. Outside the US, follow your own data protection rules.

Why use Workup Desk if a ChatGPT project can hold a patient's files?

You can use a project that way. Workup Desk differs in what surrounds the files. You get a workspace per patient inside an organization account, drafting settings for clinical document types, a rich-text editor with autosave and export to PDF or Word.

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