Shruti KaushikHealthtech companies check AI drafts by saving regulatory status in exact words, BAA availability, EHR integration status and the studies behind outcome claims. Marketing, sales emails and case stories are then run through a claim check that flags clinical, compliance and integration claims the saved record cannot back.
Where AI drafts go wrong for healthtech companies
Healthtech claims fall into precise categories that assistants collapse. "HIPAA compliant", "FDA approved" and "clinically validated" each mean something specific to a hospital buyer, and each is easy for a model to write. A product that is not a regulated device, or that has a cleared indication for one use, should say exactly that and nothing more. A claim about "improved outcomes" needs a study with a design and a population.
Case stories carry a second risk. HHS guidance on the HIPAA Privacy Rule sets rules for marketing communications that use health information, and a story about a patient or a clinic's results written by an assistant can drift into detail that should not be there.
Claims an AI draft might invent for healthtech companies
These examples are invented for this page to show the pattern. They describe no real company, customer or result.
- "FDA approved" when the product has a different regulatory status.
- "Integrates natively with the leading EHR" when it uses an export file.
- "Reduces readmissions by 20%" with no study.
- "Used by 200 hospitals" with no count behind it.
- A patient story that includes identifying detail.
The facts healthtech companies would save once
A saved fact is one sentence you can stand behind, with its source and date. Anything a draft claims that matches none of them is flagged.
- Regulatory status in the exact wording from your regulatory counsel.
- Whether you sign BAAs, and under what terms.
- EHR integrations: which systems, which version, which data, live or planned.
- Studies: design, population, outcome, journal or source.
- Customers you may name.
- Rules for what case stories may include.
The workflow
- Save regulatory wording and study details. Name regulatory counsel as the owner.
- Draft marketing, outreach and case stories in your assistant.
- Run the claim check. Paste the study abstract as source text for any outcome claim.
- Send flagged regulatory and outcome claims to the clinical or regulatory lead for sign-off by private link.
- Publish, and keep the approval record with the asset.
The method is the one on the draft fact check page: Klype extracts the figures, guarantees, vague authority and stories in a draft, matches each to your saved facts and any source text you paste, flags what it cannot back, and keeps an approval record. It is rule-based, so the same text gets the same answer, and it never publishes or sends anything.
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What the check does not do
It compares claims with the facts you saved and any source text you paste. It does not browse the web, does not verify outside claims and does not replace legal, compliance or editorial review where your work needs it. When it finds nothing checkable, it says nothing was verified, so you still read every draft before it goes out.
Sources
Each source is cited for the single point made above. Klype does not give legal advice; ask your counsel how any rule applies to you.
Common questions
Does Klype decide whether we are HIPAA compliant?
No. It checks that a draft's statements match the wording you saved. Compliance is determined by your program, your counsel and, where relevant, your customers.
Can I paste patient information to check a story?
Do not paste identifiable patient information into any AI tool unless your agreements and policies allow it. Check de-identified text.
Why cite HHS marketing guidance?
Because it is the starting point for how health information may be used in marketing communications. Your counsel interprets it for your case.
Where to go next
Read how the check works on the draft fact check page, or try the free post checker without signing up. Related guides: Klype for HR tech companies, Klype for insurtech companies, and Klype for B2B edtech companies. The full list is on the hub.