AI-powered codex that diagnoses any conflict using one civilizational framework
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 vector knowledge base containing hundreds of mapped events all reduced to the same 7 underlying causes. Paste an article or describe a situation and the system returns a rigorous diagnosis with direct citations from the codex, showing how current barbarity is structurally identical to previous collapses.
Muslim and Algerian intellectuals, geopolitical analysts, and civilizational thinkers in the Global South grappling with modern barbarity
RAG system deliberately grounded in a single non-Western civilizational framework instead of generic internet knowledge, preventing hallucination while serving Global South analytical needs.
rigorous
Paste text or describe event → get framework-based diagnosis with citations
Searchable library of mapped historical and contemporary cases
Upload PDFs or long articles for automatic framework mapping
See which of the 7 causes are most active across multiple conflicts
Save queries, build personal knowledge graphs
Automated email showing rising causes in chosen theaters
Visual graph of how cases reference each other through causes
Structured markdown and PDF reports suitable for academic use
Verified scholars can add new mapped cases
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| expertise_tags | text | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| title | text | No |
| content | text | No |
| theater | text | No |
| framework_mapping | text | No |
| embedding | text | Yes |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| query_text | text | No |
| diagnosis_result | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| tier | text | No |
| status | text | No |
Relationships:
/api/queryAccept text and return RAG diagnosis
/api/codex/searchVector similarity search across codex
/api/ingestUpload and chunk new document into vector store
5 queries/month
None
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 220 | 9% | $693 | $8,316 |
| Month 6 | 1,850 | 16% | $10,360 | $124,320 |
Our codex contains every major collapse event reduced to seven recurring causes. Get instant, cited diagnoses instead of generic AI hallucinations.
1. Seed the codex with contributions from 8 respected Muslim intellectuals in exchange for lifetime Archivist access and co-authorship credit on the landing page. 2. Run private Twitter Spaces with target audience demonstrating live diagnosis of current events and direct link to product. 3. Offer free Scholar access to active members of three major Global South geopolitics Telegram groups.
Fast general search
No civilizational framework, frequent hallucinations
Strict grounding in single proven framework
Huge paper repository
Passive reading, no synthesis tool
Active diagnostic synthesis engine
Curated high-quality vector dataset of framework-mapped cases continuously expanded by verified scholars creating a defensible data moat.
Explosion of LLM usage has highlighted how generic models fail at deep civilizational analysis while simultaneous crises have increased demand for coherent explanation.
RAG quality fails to impress power users
Heavy manual curation of initial dataset and continuous human review of outputs
Intellectuals may distrust AI component
Emphasize 'grounded in human framework' positioning and show all citations
Success: Positive response rate >85%
Success: Average 9+ queries per active user
Success: 40 paid conversions in first 30 days
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