Verify AI policy documents before scandals derail regulation
South African policymakers must delay critical AI regulation until 2027 after a citation scandal exposed unreliable use of generative AI in official documents.
CiteShield lets South African and emerging market policymakers upload drafts and instantly receive hallucination reports, citation verification, and risk scores. It cross-references every claim against a curated database of official African sources, government reports, and academic studies. Users replace weak citations with verified alternatives in one click and export audit-ready documents.
Government policymakers and regulatory officials in South Africa and other emerging markets drafting national AI strategies
Sole platform with a continuously updated, human-curated database of emerging-market-specific sources that general AI tools and Western legal tech cannot match.
professional
Secure upload of PDF/Word documents with OCR and structured extraction
Flags factual errors and unsupported claims typical of generative AI
Checks every citation against trusted database and flags inaccuracies
Interactive heatmap and overall document trustworthiness score
Suggests accurate local sources with one-click insertion
Professional PDF reports suitable for cabinet submission
Share documents with threaded comments and approvals
Import from and export to Google Workspace
Add department-specific trusted documents to private knowledge base
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| full_name | text | Yes |
| ministry | text | Yes |
| country | text | No |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| title | text | No |
| original_content | text | Yes |
| verified_content | text | Yes |
| reliability_score | int | Yes |
| status | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| document_id | uuid | No |
| original_text | text | No |
| status | text | No |
| suggested_source_id | uuid | Yes |
| confidence | int | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| title | text | No |
| url | text | Yes |
| content_snippet | text | Yes |
| country | text | Yes |
| vector | text | Yes |
| last_verified | timestamp | No |
/api/documentsUpload document and start analysis
/api/documents/[id]Get document with analysis results
/api/analyze/[id]Trigger verification pipeline
/api/sources/searchSemantic search verified sources using pgvector
/api/reports/[id]Generate compliance PDF report
3 analyses per month
None
Custom volume
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 140 | 6% | $210 | $2,520 |
| Month 6 | 720 | 11% | $1,980 | $23,760 |
CiteShield verifies every claim in AI-generated government documents against trusted African sources. Built for policymakers who cannot afford another scandal.
1. Leverage the recent scandal coverage to cold outreach 40 South African Department of Science & Innovation and DTIC officials on LinkedIn offering free enterprise pilots. 2. Present the tool at the next African Union Digital Transformation meeting and the South African AI Governance Forum. 3. Offer co-branded workshops with University of Cape Town and University of Pretoria public policy departments to gain warm introductions to drafting teams.
Good AI detection
No policy domain knowledge or African sources
Deep specialization in AI regulation for emerging markets
Strong research
Not built into government document workflow
End-to-end verification + export for official use
Legal expertise
Extremely expensive and Western-centric
$25 pricing tailored for emerging market budgets
Proprietary, human-curated database of 8,000+ verified African policy documents that improves via expert feedback loops and cannot be replicated by scraping.
The 2024 South African citation scandal and resulting regulation delay to 2027 has created acute awareness and budget allocation for tools that restore credibility to AI-assisted policymaking across the continent.
Government data sovereignty and POPIA compliance
End-to-end encryption, optional on-premise deployment for enterprise, strict deletion policies
Long government sales cycles
Target individual policymakers and small teams with self-serve Paystack signup first
AI analysis errors creating new liabilities
Clear disclaimers, confidence thresholds, and mandatory human review before final reports
Success: 75% say they would pay for the solution
Success: 65% weekly active usage and NPS > 40
Success: 250 signups and $1,200 MRR in first 30 days
Success: $4,000 MRR by month 6
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