Enterprise Guide2026-05-1814 min Read
Enterprise AI Deployment Checklist
Comprehensive checklist for deploying Chinese AI APIs in production enterprise environments, covering security, compliance, and operations.
EnterpriseDeploymentChecklistBest Practices
Pre-Deployment Requirements
Complete these before going live:
- Define use cases and success metrics
- Select appropriate models for each use case
- Establish cost monitoring and alerts
- Define escalation procedures for AI issues
- Train team on AI limitations and biases
Security Checklist
Essential security measures:
- API keys stored in secure vault, not code
- Implement IP allowlisting where possible
- Set up request logging and audit trails
- Enable rate limiting per user/application
- Regular security reviews and key rotation
Compliance Considerations
For regulated industries:
- Data residency and cross-border transfer rules
- PII handling and data minimization
- AI-generated content review workflows
- Industry-specific compliance requirements
Monitoring & Operations
Production monitoring essentials:
| Metric | Alert Threshold | Review Frequency |
|---|---|---|
| Error Rate | > 5% | Real-time |
| Latency P95 | > 5s | Hourly |
| Cost Spike | > 20% increase | Daily |
| Quality Scores | < 80% | Weekly |