Pilot to Production
Your pilot proved the concept. Now it's time to scale. We transform successful AI pilots into production-grade systems with enterprise security, reliability, and operational excellence.
8-12
Weeks to Production
99.9%
Uptime Target
Enterprise
Grade Security
Challenges
From pilot to production
| Challenge | Pilot State | Production Need | Solution |
|---|---|---|---|
| Scalability | Works for 10 users | Must handle 10,000+ users | Horizontal scaling, load balancing, caching |
| Reliability | Occasional errors acceptable | 99.9% uptime required | Redundancy, failover, monitoring |
| Security | Basic authentication | Enterprise security compliance | SSO, encryption, audit logging |
| Performance | 5-10 second responses OK | Sub-second latency | Optimization, caching, GPU scaling |
Requirements
Production-grade requirements
Infrastructure
- Auto-scaling clusters
- Multi-region deployment
- Load balancing
- CDN integration
Security
- SSO/SAML integration
- Data encryption
- Network isolation
- Penetration testing
Monitoring
- Real-time dashboards
- Alerting rules
- Log aggregation
- Performance APM
Operations
- CI/CD pipelines
- Blue-green deployment
- Rollback procedures
- Incident response
Timeline
12-week scaling roadmap
Weeks 1-3
Phase 1: Hardening
Focus: Security & reliability
- Security audit and hardening
- Error handling improvement
- Logging and monitoring setup
- Backup and recovery procedures
Weeks 4-6
Phase 2: Scaling
Focus: Performance & capacity
- Infrastructure scaling
- Performance optimization
- Load testing
- Caching implementation
Weeks 7-9
Phase 3: Integration
Focus: Enterprise systems
- SSO integration
- API gateway setup
- Data pipeline connections
- Workflow integration
Weeks 10-12
Phase 4: Launch
Focus: Go-live & support
- Staged rollout
- User training
- Documentation finalization
- Support handover
Success
Keys to successful scaling
Clear Success Metrics
Define KPIs before scaling: latency, accuracy, user adoption, cost per query
Phased Rollout
Start with power users, gather feedback, expand gradually to full organization
Change Management
Training, documentation, and support to drive user adoption
Continuous Improvement
Feedback loops, A/B testing, and regular model updates
Operations
Operational excellence
Governance
AI governance framework
Ready to scale your AI pilot?
Let's transform your successful pilot into a production-grade AI system.
Start Production Scaling