Comprehensive engineering assessment covering architecture, security, scalability, and compliance for enterprise deployment.
FastAPI (Python) + Nginx proxy with containerized deployment
Sub-30 second processing for 50K sample surveys
HTTPS/TLS encryption, stateless processing, zero data retention
Horizontally scalable, async processing, auto-cleanup
Vypr Platform
Nginx + PHP Proxy
FastAPI + Python
Native C++ Executables
OWASP ZAP Enterprise Scan: PASSED - No critical or high-risk vulnerabilities detected
| Security Feature | Implementation | Status |
|---|---|---|
| Encryption in Transit | HTTPS/TLS 1.3 | Active |
| API Authentication | JWT + IP Whitelisting | Ready |
| Rate Limiting | 1000 req/hour per client | Active |
| Input Validation | Comprehensive sanitization | Active |
| Audit Logging | Complete request trail | Active |
| Vulnerability Scanning | Automated daily scans | Active |
Information security management principles
ReadyPrivacy-by-design architecture
CompliantStateless processing, audit logging
ReadyInternational Statistical Institute guidelines
CompliantPEP 8 compliance for all Python code
100% CompliantOpenAPI 3.0 specification following REST principles
Fully DocumentedGit flow for version control and deployment
Implemented85% coverage with comprehensive guides
ExcellentGit push triggers automated pipeline
Full test suite execution (95% coverage)
Container image creation and scanning
Zero-downtime rolling deployment
Configure JWT tokens and IP whitelisting for secure access
Authorization: Bearer <jwt_token>
POST survey data to /executar endpoint with calibration parameters
POST /api/v1/executar
Receive calibrated weights within 2-30 seconds based on survey size
Response: 200 OK + calibrated weights
Request robustness analysis for additional validation
POST /api/v1/montecarlo
Multiple algorithm implementations and fallback methods
Real-time performance and security monitoring with automated alerts
Auto-scaling infrastructure with load balancing and resource limits
Comprehensive technical documentation and integration guides
Our engineering team is ready to assist with your integration and deployment requirements.