AI DiagMe vs Generalist AI

ChatGPT is free. So why trust your lab results to AI DiagMe?

Because interpreting a blood test isn't just any question. Here, point by point, is what sets a generalist AI apart from a medical AI built for your results — and designed to protect your data.

vs
The right tool for the right job

Generalist AIs are excellent. But not for this.

We're not saying ChatGPT, Gemini, or Claude are bad — quite the opposite. It's just that understanding your lab results calls for a tool built for medicine, not a generalist assistant.

Generalist AI

Perfect for exploring and understanding

To define a word, understand a medical term, or prepare general questions, a generalist AI is fast and convenient.

"What is ferritin?" → a solid general explanation, like a conversational encyclopedia.
AI DiagMe

Built to interpret your results

To analyze your panel, cross-reference your markers with your context, and deliver a reliable, clear report — it's a dedicated medical tool.

"Is my ferritin normal for me?" → a personalized analysis, overseen by physicians, with no hallucinations.
Why AI DiagMe

Four differences that change everything for your health.

01

Your data is fully protected

Your lab results are encrypted and stored on HDS-certified servers — the highest medical-grade Health Data Hosting standard. They are never shared with third parties and never reused to train an AI.

Medical-grade HDS hosting
02

The right questions, validated by physicians

Where you'd otherwise have to guess what to type into a chatbot, AI DiagMe asks you the relevant context questions — age, medical history, treatments, symptoms — defined together with physicians. The AI works with the right information.

Context framed by physicians
03

A medical intelligence layer that eliminates "hallucinations"

For the past three years, our scientific committee of physicians has overseen a medical intelligence layer that eliminates "AI hallucinations" — those false but convincing answers LLMs produce in real-world conditions.

3 years + a committee of 12 physicians
04

A clear report, not a wall of text

Instead of a chat to decipher, you get a structured report sorted by priority (needs medical follow-up, worth monitoring, normal): a summary, a marker-by-marker reading tied to your symptoms, an action plan, and questions to ask your doctor. 97% of our users find it clear.

97% find it clear
The full comparison

AI DiagMe vs. a generalist AI, point by point.

For the same task — interpreting a lab report — here's what each one actually delivers.

Criterion
Generalist AI
Where your data goesProtection and hosting
Encrypted, stored on medical-grade HDS-certified servers, never shared
General-purpose servers; data may be shared with third-party companies
Reused to train the AIIs your data used for training?
Never — your data never feeds the model
!Possible depending on the settings and plan in use
Built to interpret lab resultsMedical specialization
Exclusively dedicated to interpreting lab results
Generalist tool, not specialized
Context questions validated by physiciansAge, medical history, treatments…
Asked automatically, defined together with physicians
Up to you to guess what to specify
Medical intelligence layerClinical oversight of the reasoning
3 years of work with a committee of 12 physicians
No dedicated medical oversight
"Hallucination" riskFalse but convincing answers
Near zero, by design
~30% in tough real-world conditions
Every marker analyzed and cross-referencedPatient profile + context
100% of markers, cross-referenced with each other
!Depends on what you copy and paste
Output formatWhat you receive
Structured report, sorted by priority (97% find it clear)
!A block of chat text to decipher
Action plan & questions for your doctorWhat to do next
Included and personalized to your panel
!Possible, but generic
Health regulatory oversightGDPR, ANSM, EU AI Act
GDPR-compliant, classified non-medical-device by France's ANSM, EU AI Act compliant
Not validated as healthcare tools
Where your data goesProtection and hosting
AI DiagMeEncrypted, medical-grade HDS-certified servers, never shared
Generalist AIGeneral-purpose servers; data may be shared with third-party companies
Reused to train the AIIs your data used for training?
AI DiagMeNever — your data never feeds the model
Generalist AI!Possible depending on the settings and plan in use
Built to interpret lab resultsMedical specialization
AI DiagMeExclusively dedicated to interpreting lab results
Generalist AIGeneralist tool, not specialized
Context questions validated by physiciansAge, medical history, treatments…
AI DiagMeAsked automatically, defined together with physicians
Generalist AIUp to you to guess what to specify
Medical intelligence layerClinical oversight of the reasoning
AI DiagMe3 years of work with a committee of 12 physicians
Generalist AINo dedicated medical oversight
"Hallucination" riskFalse but convincing answers
AI DiagMeNear zero, by design
Generalist AI~30% in tough real-world conditions
Every marker analyzed and cross-referencedPatient profile + context
AI DiagMe100% of markers, cross-referenced with each other
Generalist AI!Depends on what you copy and paste
Output formatWhat you receive
AI DiagMeStructured report, sorted by priority (97% find it clear)
Generalist AI!A block of chat text to decipher
Action plan & questions for your doctorWhat to do next
AI DiagMeIncluded and personalized to your panel
Generalist AI!Possible, but generic
Health regulatory oversightGDPR, ANSM, EU AI Act
AI DiagMeGDPR-compliant, classified non-medical-device by France's ANSM, EU AI Act compliant
Generalist AINot validated as healthcare tools
Clear advantage ! Partial / variable Not covered
What the studies say

Why a stand-alone LLM isn't built for your lab results.

~30%

hallucination rate in real-world conditions

In demanding, multi-turn usage, even the best generalist AI equipped with web search still makes up false information roughly one time in three. When it comes to a health result, that's a real risk.

Source: HalluHard, 2026 — a multi-turn hallucination evaluation across legal, medical, and research domains.
N°1

identified health-tech risk for 2026

The misuse of AI chatbots in healthcare is ranked the top technology risk of the year. Generalist assistants are neither regulated as medical devices nor validated for healthcare use.

Source: ECRI, 2026 ranking of health technology hazards.
What our users say

Real patients, already convinced.

97 %
find the report clear and easy to understand
96 %
say they are satisfied with the service
95 %
would recommend it to their loved ones
62
countries where the service is already used
Frequently asked questions

What you might be wondering.

ChatGPT is free — why pay?

Because you're not paying for "an AI" — you're paying for the security of your data, questions validated by physicians, a medical layer with no hallucinations, and a clear report. When it comes to your health, that's what makes the difference.

Is my data really protected?

Yes. It's encrypted and hosted on HDS-certified servers — the highest medical-grade Health Data Hosting standard. It is never shared with third parties and never reused to train an AI. That's our most important difference.

Can I still use ChatGPT?

Of course — for understanding a term or exploring a topic, it's very useful. But to interpret your actual results and turn them into reliable next steps, use a medical tool built for that.

Is it a medical device?

No. AI DiagMe is classified as a "non-medical device" by France's ANSM: an information and education tool. It prepares the conversation with your doctor, without ever making a diagnosis or replacing them.

Ready to understand your lab results?

Your results deserve better than a chatbot.

Get a clear, personalized, and confidential report on your lab results — in minutes, overseen by physicians.

Encrypted data · Medical-grade HDS hosting · Overseen by 12 physicians