Real-time civilizational health monitor for the Global South
Intellectuals and observers lack a coherent framework to diagnose why barbarity, conflict, and civilizational collapse manifest across seven unrelated geopolitical theaters with the exact same underlying causes.
A live dashboard that tracks the seven recurring causes of collapse across every major theater. Muslim and Global South analysts receive alerts when indicators cross historical collapse thresholds and can contribute local observations that update the shared model.
Muslim and Algerian intellectuals, geopolitical analysts, and civilizational thinkers in the Global South grappling with modern barbarity
The only real-time monitoring platform whose metrics are derived from a non-Western civilizational framework rather than GDP, democracy indices, or other Western proxies.
supportive
Real-time scores for all 7 causes across 12 key theaters
Email and in-app notifications when thresholds are breached
Scholars submit local data that feeds the model after moderation
Click any spike to see which past collapses match current pattern
Users can follow and annotate specific countries
Curated PDF sent to all paid users
Recognition for scholars whose observations proved predictive
For researchers to pull time-series data
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| reputation_score | int | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| cause_id | int | No |
| theater | text | No |
| score | int | No |
| recorded_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| indicator_id | uuid | No |
| content | text | No |
| status | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| message | text | No |
| is_read | bool | No |
| created_at | timestamp | No |
Relationships:
/api/indicatorsFetch latest scores for dashboard
/api/observationsSubmit new local observation
/api/alertsGet pending alerts for user
No contributions, delayed data
None
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 95 | 11% | $363 | $4,356 |
| Month 6 | 980 | 18% | $6,174 | $74,088 |
The only dashboard that measures what actually matters using a framework developed by Muslim and Global South thinkers.
1. Recruit 12 respected intellectuals across Algeria, Egypt, Nigeria and Indonesia as founding Sentinels who help define the exact indicators. 2. Launch private beta dashboard visible only to contributors, creating exclusivity. 3. Present at two online civilizational salons demonstrating live tracking of current Sahel developments.
Excellent event data
No causal framework or prediction layer
Translates raw events into civilizational cause scores
Polished country reports
Western liberal bias in scoring
Explicitly non-Western civilizational framework
Network of trusted regional contributors whose local observations improve the model, creating a flywheel that legacy institutions cannot replicate.
Traditional risk indices have failed spectacularly since 2020 while communication technology now allows real-time contribution from intellectuals across the Global South.
Data contribution may be slow initially
Seed with extensive historical data and offer reputation rewards
Maintaining quality of crowd-sourced observations
Strong moderation queue and reputation system
High infrastructure costs if usage spikes
Start with daily batch jobs rather than true real-time
Success: Consensus reached on at least 4 measurable proxies per cause
Success: At least 25 weekly active contributors
Success: $2,000 MRR and 15 Sentinel tier users
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