AI & System Observability
Your AI or data systems run in production, but you have limited visibility into costs, performance, and failures. Incidents become fire drills.
What We Deliver
- Comprehensive logging and tracing infrastructure
- Real-time cost tracking and attribution
- Performance metrics and monitoring dashboards
- Quality evaluation frameworks
- Alert systems for anomalies and failures
- Analytics and reporting tools
Who This Is For
Companies with systems in production but lacking proper observability and monitoring.
Timeline: 10-12 weeks
Investment: Starting from SGD 80,000
*Government funding can reduce costs by up to 50%
The approach
Phase 1: Discovery & Design (2-3 weeks)
We assess your current state, design the architecture, select technologies, and create a detailed implementation plan.
Deliverable: Architecture document + project plan
Phase 2: Implementation (6-10 weeks)
We build and configure infrastructure, implement systems, integrate with your existing tools, and conduct thorough testing.
Deliverable: Working system in staging environment
Phase 3: Production & Training (2-3 weeks)
We deploy to production, train your team (3-5 days of hands-on training), hand over documentation, and set up support processes.
Deliverable: Live production system + trained team
Phase 4: Stabilization (Optional, 2-4 weeks)
We provide performance tuning, additional training, extended knowledge transfer, and initial production support.
Deliverable: Optimized system + fully self-sufficient team
