Every test tells a story. Karen makes sure no patient's story goes unfinished.
See How It WorksThe typical diagnostic lab processes a blood test, delivers results, and never speaks to that patient again. Karen changes that.
You already offer AI-powered result explanations that turn confusing bloodwork into plain-English health insights. That is what gets patients in the door a second time.
Karen AI is the follow-up engine that takes it further — turning a single blood test into an ongoing health partnership. She remembers every patient, knows when they are due for retesting, and reaches out at exactly the right moment with exactly the right message.
Karen is present at every stage of the patient experience — from the moment they find Amadeo Labs to their annual screening years later.
Patient finds Amadeo Labs through website search, doctor referral, or walk-in traffic.
Patient asks about specific tests, pricing, preparation requirements, and availability.
Patient schedules an appointment through the website, by phone, or decides to walk in.
Patient needs to know: Do I fast? What time? What should I bring? Where do I park?
Blood draw and sample collection at the lab.
Test results are processed and delivered with plain-English AI explanations via the patient portal.
Abnormal or borderline results need attention — lifestyle changes, consultations, or retesting.
Regular screening reminders based on the patient's health profile and medical guidelines.
When someone asks about lab tests but does not book, Karen starts a gentle, educational sequence that turns curiosity into action.
Most people who inquire about blood work fully intend to get tested — they just get busy. Karen's job is to stay helpful, never pushy. Each touch provides real value: health education, myth-busting, and easy next steps.
Different tests need different preparation. Karen knows the difference and sends the right instructions at the right time.
No special preparation needed. Just come in during operating hours. Water is fine anytime.
Fast for 8–12 hours before your draw. Water is fine. Take your regular medications unless told otherwise.
Morning draw recommended — cortisol and many hormones peak in the AM, giving the most accurate readings.
No preparation needed. Arrive at your scheduled time with photo ID.
Karen adjusts the number and timing of messages based on how far out the appointment is booked.
Patient books a lipid panel for Friday morning. It is Sunday evening.
Not all results are equal. Karen's response adapts to the clinical significance of each patient's bloodwork.
Everything looks healthy
Values that need attention
Immediate medical attention required
Karen does not send generic reminders. She follows medical guidelines and each patient's specific history to time every follow-up perfectly.
| Condition | Retest Interval | Reminder Timing | Notes |
|---|---|---|---|
| Diabetes (A1C) | 3 months | 2.5 months | Track glucose management over time |
| Thyroid (TSH) | 6 months | 5.5 months | Monitor medication effectiveness |
| Cholesterol (borderline) | 6 months | 5.5 months | Track lifestyle changes and statin response |
| Vitamin D deficiency | 3 months | 2.5 months | Verify supplementation is working |
| General wellness | 12 months | 11 months | Annual comprehensive panel |
| STI screening | 3–12 months | Based on risk | Personalized to patient risk factors |
Karen follows strict protocols to protect patient privacy and ensure clinical safety at every touchpoint.
Specific test values and diagnoses are never shared through chat, SMS, or email. Always direct patients to the secure portal.
Results that require immediate medical attention are delivered by phone only. Never by text, chat, or automated message.
Fasting instructions always include the calculated time to stop eating, based on appointment time. Never vague.
Karen explains what values mean in plain English but never provides a diagnosis. Always: "discuss with your doctor" or "schedule a consultation."
All test results live on the secure patient portal. Chat and email only notify — they never contain actual result data.
No messages during unsociable hours. No message stacking. If a patient does not respond, Karen backs off gracefully.
Karen transforms the economics of a diagnostic lab by making every patient relationship compound over time.
Turn one-time testers into patients who come back annually — or more often for condition monitoring.
Catch borderline patients before they become critical. Proactive follow-ups save lives and reduce healthcare costs.
Every patient interaction enriches the health monitoring database — making future follow-ups smarter and more personalized.
Each returning patient means 1–3 tests per year. The patient base compounds while acquisition costs drop over time.
Currently, Amadeo Labs has website chat as its only AI channel. The moment Instagram, Facebook, and WhatsApp accounts are connected, Karen will follow up on those channels too. The backend is ready — we just need the account details.