Protect and prioritize local resources strained by mass migration
Libyan citizens in Tripoli feel overwhelmed by irregular migrants and refugees whom they say must leave the country
ResourceLibya helps Tripoli and coastal residents report overcrowding at hospitals, schools, and water points, discover less crowded citizen-priority alternatives, and participate in coordinated local advocacy for better resource allocation. The app uses collective reports to predict peak strain times and suggests optimal windows for services.
Libyan residents in Tripoli and coastal urban centers affected by mass migration routes
Predictive strain forecasting based on real citizen reports combined with national ID verification for priority service access partnerships — no existing app focuses on citizen resource defense in the Libyan migration context.
practical
Report wait times and overcrowding at public services with one tap
Map of nearby services with real-time strain levels
Forecasts when services will be least crowded
Verified citizen badges for partnered local businesses
Join or create campaigns for increased local funding
Notifications about sudden strain spikes
Local jobs prioritizing Libyan nationals
Neighbor-to-neighbor resource sharing
Monthly PDF reports for local council meetings
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| phone | text | No |
| national_id_hash | text | Yes |
| neighborhood | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | Yes |
| service_type | text | No |
| location_id | uuid | No |
| wait_time_minutes | int | Yes |
| crowd_level | int | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| type | text | No |
| latitude | float | No |
| longitude | float | No |
| average_strain | float | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| partner_id | uuid | No |
| issued_at | timestamp | No |
/api/reportsSubmit real-time strain report
/api/servicesGet services with current strain and predictions
/api/predictionsGet ML-based strain forecasts for next 48 hours
/api/badges/verifyVerify national ID and issue citizen badge
3 reports per day
None
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 510 | 14% | $1,785 | $21,420 |
| Month 6 | 4,600 | 19% | $21,850 | $262,200 |
Track and protect essential services in Tripoli from migration strain. Get predictions, priority access, and collective advocacy tools.
Approach 10 local pharmacies and clinics in Tripoli to become launch partners offering discounts to verified Citizen tier users. Seed the app in 5 large family WhatsApp groups with free annual Citizen access. Work with neighborhood committees to demonstrate the strain reporting feature at community meetings.
Broad location data
No strain reporting, predictions, or citizen priority features
Hyper-specific migration strain data and forecasting built for Libyan context
Time-series dataset of service strain across Libyan coastal cities becomes increasingly accurate and valuable for both citizens and policymakers.
Accelerated rural-to-urban and cross-border migration has created visible strain on Tripoli infrastructure at the same time smartphone adoption allows real-time citizen sensing at scale.
Prediction model inaccuracy in early stages
Start with simple rules-based system before full ML model, allow users to correct predictions
National ID verification creates privacy concerns
Use one-way hashing and partner only with trusted local businesses
Success: Clear patterns emerge that can be used for early prediction logic
Success: Users submit 1200+ reports and 65% return weekly
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