PRV-0008
Hospital A
Multi-specialty Hospital · 32 yrs
Badaro, Beirut
NSSF (Daman)CedarShield InsuranceMedBridge Health Plan
Prices by test or serviceView
Privacy-first healthcare navigation for Lebanon
Find care that fits your coverage and your budget.
Ask in English or Lebanese Arabic. NABD AI matches doctors, hospitals, clinics and labs by specialty, location, insurance or Daman (NSSF), and price — with sources for every answer.
Don't include names, phone numbers or ID numbers — the privacy gateway will block them.
Try a search to see live matches
Results come only from the synthetic demo dataset and are cited by record ID.
Provider directory preview
Find doctors, hospitals, clinics & labs
Filter the synthetic demo dataset by service type, city and Daman participation. Every card shows its record ID.
Senior providers only · 15+ years listed
PRV-0009
Hospital B
Multi-specialty Hospital · 26 yrs
Abou Samra, Tripoli
NSSF (Daman)Phoenix Levant Assurance
Prices by test or serviceView
PRV-0022
Doctor M
Ophthalmology · 24 yrs
Azmi Street, Tripoli
NSSF (Daman)Phoenix Levant Assurance
$30 / visitView
PRV-0020
Hospital C
Multi-specialty Hospital · 23 yrs
Karak, Zahle
NSSF (Daman)Phoenix Levant Assurance
Prices by test or serviceView
PRV-0003
Doctor C
Cardiology · 22 yrs
Verdun, Beirut
NSSF (Daman)MedBridge Health Plan
$60 / visitView
PRV-0011
Lab A
Laboratory · 21 yrs
Mar Elias, Beirut
NSSF (Daman)CedarShield InsurancePhoenix Levant Assurance
Prices by test or serviceView
PRV-0014
Doctor H
Dermatology · 21 yrs
Achrafieh, Beirut
NSSF (Daman)CedarShield Insurance
$40 / visitView
PRV-0007
Doctor G
Gynecology · 19 yrs
Haouch el Omara, Zahle
MedBridge Health PlanNSSF (Daman)
$45 / visitView
Sources & References
- [DS-PRV-03] NABD Synthetic Provider Dataset v0.3— records: 8 records shown
NABD AI Healthcare Assistant
The assistant that asks the right questions
It navigates healthcare — it does not practise medicine. Ask for care in your own words; it will ask for the details it needs, then explain why each provider was suggested.
- It asks, then matches
Care type, area, insurance name, budget and doctor preference — collected in conversation, not from a dropdown maze.
- Experience comes first
A more experienced provider can be recommended even if a closer one exists. Distance only breaks ties.
- Voice, Arabic and Arabizi
Type or speak in English, Arabic or Lebanese Arabizi, and read the reply in either language.
- Consent-based request
It can organise a request for a provider you chose. Your name is voluntary and never stored.
NABD AI Assistant
Tests, specialists & coverage
Marhaba, baddi daktour atfal b Tripoli, 3andi daman w ma bade edfa3 ktir
Understood: paediatrics · Tripoli · Daman. What is the maximum you can pay per visit, in USD?
Under $40
Ranked by experience first — Doctor A (17 yrs, fellowship in Paris, Daman listed, $35) comes before a closer option with fewer years.
Sources: [DS-PRV-03] provider records + [DS-PRC-03] pricing
Illustrative conversation using synthetic records. A real session asks you the same questions.
Insurance & Daman navigator
Which providers take my coverage?
Pick private insurance or NSSF (الضمان الاجتماعي) to see providers listed as participating. Listing ≠ guaranteed coverage: NABD AI never claims a treatment is covered unless it is explicitly verified.
Public: National Social Security Fund
Daman reimbursement rules vary by service and membership status. Confirm with the provider and your NSSF office before treatment.
27 participating providers
NSSF (Daman)- listed · PRV-0001Doctor APediatrics · Beirut
- listed · PRV-0003Doctor CCardiology · Beirut
- listed · PRV-0005Doctor EGeneral Practice · Tripoli
- listed · PRV-0006Doctor FOphthalmology · Saida
- listed · PRV-0007Doctor GGynecology · Zahle
- listed · PRV-0008Hospital AMulti-specialty Hospital · Beirut
- listed · PRV-0009Hospital BMulti-specialty Hospital · Tripoli
- listed · PRV-0010Clinic AFamily Medicine · Zahle
- listed · PRV-0011Lab ALaboratory · Beirut
- listed · PRV-0013Clinic BPediatrics · Tyre
- listed · PRV-0014Doctor HDermatology · Beirut
- listed · PRV-0015Doctor IOrthopedics · Tripoli
- listed · PRV-0017Doctor JPediatrics · Saida
- listed · PRV-0018Lab CRadiology · Beirut
- listed · PRV-0020Hospital CMulti-specialty Hospital · Zahle
- listed · PRV-0022Doctor MOphthalmology · Tripoli
- listed · PRV-0024Clinic DOphthalmology · Tripoli
- listed · PRV-0025Doctor OPediatrics · Tripoli
- listed · PRV-0026Lab DLaboratory · Tripoli
- listed · PRV-0027Doctor PDermatology · Tripoli
- listed · PRV-0028Doctor QENT · Tripoli
- listed · PRV-0029Clinic EGeneral Practice · Tripoli
- listed · PRV-0030Doctor RDentistry · Beirut
- listed · PRV-0031Doctor SDentistry · Tripoli
- listed · PRV-0032Clinic FDentistry · Saida
- listed · PRV-0034Doctor UPsychiatry · Tripoli
- listed · PRV-0035Doctor VPsychiatry · Saida
Sources & References
- [DS-INS-03] NABD Synthetic Insurance Network Dataset v0.3
- [DS-PRV-03] NABD Synthetic Provider Dataset v0.3— records: PRV-0001, PRV-0003, PRV-0005, PRV-0006, PRV-0007, PRV-0008, PRV-0009, PRV-0010, PRV-0011, PRV-0013, PRV-0014, PRV-0015, PRV-0017, PRV-0018, PRV-0020, PRV-0022, PRV-0024, PRV-0025, PRV-0026, PRV-0027, PRV-0028, PRV-0029, PRV-0030, PRV-0031, PRV-0032, PRV-0034, PRV-0035
Affordable healthcare finder
Compare prices before you go
Clinic B · TyreMost affordable$25 estimated · Daman listed · PRC-0204
Doctor J · Saida$30 confirmed · Daman listed · PRC-0203
Doctor O · Tripoli$30 confirmed · Daman listed · PRC-0250
Doctor A · Beirut$35 confirmed · Daman listed · PRC-0201
Doctor B · Beirut$50 estimated · PRC-0202
Estimated = typical price from dataset, may vary. Confirmed = listed price in the dataset. Always confirm with the provider.
Sources & References
- [DS-PRC-03] NABD Synthetic Pricing Dataset v0.3— records: PRC-0204, PRC-0203, PRC-0250, PRC-0201, PRC-0202
Campaign map · Lebanon
Open Health Radar Health campaigns happening now
Red markers show ongoing or upcoming campaigns listed in the synthetic dataset. Tap a marker to read the record, its window and the note on verification.
Leaflet © OpenStreetMap contributors · demo districts only
Health facility
Campaign / alert
Synthetic districts only
OngoingCMP-2026-01 · Vaccination
Mobile childhood vaccination drive
Fictional North Lebanon Primary Care Network · Bab al-Tabbaneh, Tripoli
Synthetic campaign listing. Walk-in routine childhood vaccination at a mobile unit, no appointment listed. Confirm eligibility with the organiser.
12–26 November 2026
All campaigns on the map
Sources & References
- [DS-PH-03] NABD Synthetic Public-Health Dataset v0.3— records: CMP-2026-01, CMP-2026-02, CMP-2026-03, CMP-2026-04, CMP-2026-05, CMP-2026-06
Community Health Radar · Demo
Public-health awareness, verified first
Aggregated, non-identifiable trends only. Any unusual signal is marked “pending verification” and never presented as a confirmed outbreak. No restaurants, schools or providers are named.
Beirut · PH-2026-041
Seasonal flu-like illness
+18% vs. previous 4 weeks
North Lebanon · PH-2026-042
Gastrointestinal illness reports
+9% vs. previous 4 weeks
Bekaa · PH-2026-043
Childhood vaccination campaign announcement
Announcement
South Lebanon · PH-2026-044
Water-quality advisory (routine)
Routine advisory
Mount Lebanon · PH-2026-045
Air-quality readings, coastal strip
Stable
Byblos · PH-2026-046
Heat-illness guidance for outdoor workers
Seasonal guidance
Sources & References
- [DS-PH-03] NABD Synthetic Public-Health Dataset v0.3— records: PH-2026-041, PH-2026-042, PH-2026-043, PH-2026-044, PH-2026-045, PH-2026-046
Privacy is the architecture, not a setting
- 1
You type a healthcare-service request
- 2
Privacy gateway checks & sanitizes it
- 3
Names, phones, IDs, addresses are rejected
- 4
Only non-identifying criteria are kept
- 5
Search runs on approved datasets only
- 6
Results are checked against source records
- 7
You get cited provider suggestions
What's real in this prototype
Working now
- Privacy gateway
- Medical & emergency guardrails
- Smart matching (EN + Lebanese Arabic)
- Directory, insurance & cost filters
- Source citations
Demonstration (synthetic data)
- All providers, insurers & prices
- Health Radar trends
- Accessibility analysis
Future
- Full chat assistant page
- Interactive map
- Family Hub reminders
- Arabic & French interface
- Server-side LLM behind gateway