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Easy guided interaction
Users answer through simple choices, numbers or “Not sure,” helping them complete the assessment without needing medical or technical knowledge.
Diabetes awareness and risk guidance
A guided conversation for a clearer next step.
The Diabetes Chat & Prediction Assistant adapts its questions to the user’s responses, highlights relevant risk indicators and presents responsible general guidance—without claiming to diagnose.
GUIDED RISK CONVERSATIONQuestions adapt as the user responds
Core detailsHistorySymptomsLifestyle
Do you know your fasting blood sugar level?
Not sure
That’s okay. Let’s continue with your health history.
RESPONSIBLE RESULTRisk band · Contributing factors · Suggested next steps
Adaptive questionsRisk indicatorsPersonalised general guidanceClear medical disclaimer
What the user experiences
Screening guidance that feels like a conversation.
Instead of presenting one long form, the assistant asks a relevant question, accepts simple answers and adjusts the next step using the information already provided.
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Adaptive question flow
Questions depend on previous answers—for example, pregnancy-related history is shown only when relevant.
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Clear risk indication
The result presents a lower, moderate or higher likelihood, explains contributing factors and suggests sensible next actions.
Assessment coverage
A structured view of the factors that matter.
The assistant gathers multiple signals before presenting guidance, while allowing unknown values to be safely skipped.
Core health details
Age, gender, height, weight, fasting blood sugar, HbA1c and blood group.
Health and family history
Immediate family history, gestational diabetes where relevant, thyroid conditions and high blood pressure.
Common symptoms
Frequent thirst or urination, fatigue, blurred vision, slow wound healing, tingling, infections and unexplained pain.
Lipid and body indicators
Waist circumference, total cholesterol, HDL and triglycerides when the user knows them.
Lifestyle context
Physical activity, smoking and typical diet patterns are included in the conversation.
Additional report notes
Users can add recent laboratory values or skip the section when no report is available.
EXAMPLE RESULT STRUCTURE
Risk
band
band
Understand why the result appeared.
- Overall risk likelihood
- Factors reflected in the assessment
- General diet and activity suggestions
- Recommended testing or doctor discussion when appropriate
Responsible by design
Guidance, not a diagnosis.
The assistant clearly states that its result is a general advisory indication based on user-provided information. It directs users to qualified medical professionals and proper laboratory testing for an accurate clinical assessment.
- Does not claim to diagnose diabetes
- Unknown values do not break the conversation
- Suggestions change with the indicated risk level
- Users can restart the guided assessment
- Suitable as a demonstrator for clinics, wellness programmes and health education
Important: This product provides general awareness and screening support only. It is not a medical device and must not replace diagnosis, emergency care or advice from a qualified healthcare professional.
Experience the complete guided assessment.
Open the real demo to see how the conversation adapts and how the final risk guidance is presented.