# CLAUDE-ETHICA — Pharma HCP Data Pipeline
## 132K+ HCPs validated | MA · DZ · TN | Ethica B2B

### Pipeline
- Source: RPPS/CNOM scraping + manual imports
- DB: PostgreSQL adx_system (ethica schema) on S95
- Validation: email verify + dedup + specialty mapping
- Coverage: 14 specialties, 3 countries

### APIs
- /api/ethica-api.php: stats, search, export
- /api/ethica-collector-api.php: ingestion
- /api/ethica-stats-api.php: dashboard metrics
- ethica.weval-consulting.com: B2B portal

### Client
- Kaouther (Ethica contact)
- consent.wevup.app for B2B opt-in (NOT S151 tracking)