Production-Ready AI & Data Infrastructure
We help Singapore companies build reliable, scalable systems for AI, data, and cloud workloads.
Senior consultants. End-to-end delivery.
Common Challenges We Solve
Can't scale to production
No visibility
Costs Out of Control
How We Can Help
Ask for an expert assessment, or dive straight into implementation. All services eligible for up to 50% government funding.
Not sure where to start? Start with an infrastructure assessment. Lower commitment, get clarity on your needs and priorities, get a clear roadmap and recommendations, then proceed to implementation.
Infrastructure Assessment & Roadmap
You know you have infrastructure challenges, but you're not sure where to start. Or you want expert validation before committing to a major project.
3-4 weeks
Starting from SGD 25,000
AI Infrastructure & MLOps
Your AI models work in development, but production deployment is unreliable. You need proper infrastructure but lack the in-house expertise.
12-14 weeks
Starting from SGD 90,000
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.
10-12 weeks
Starting from SGD 80,000
Cloud & AI Cost Optimization
Your cloud or AI costs have exploded. Finance wants answers, but you don't have visibility into what's driving costs or how to optimize.
8-10 weeks
Starting from SGD 70,000
Data Platform Modernization
Your data is scattered across systems. Your team can't access it efficiently for analytics or AI. Your infrastructure wasn't built for modern workloads.
14-16 weeks
Starting from SGD 110,000
About us
We're a Singapore-based consulting firm specializing in production AI and data infrastructure.
GCP Professional Machine Learning Engineer | AWS Certified ML Specialist
7 years of experience deploying AI systems to production, specializing in LLM Evaluation, AI Safety, RAG systems, and production AI challenges.
Education: NUS | Georgia Institute
AWS & GCP Solutions Architect Professional | GCP Professional Data Engineer | Kubernetes ADC
10 years of experience building production cloud data platforms. Specializes in data pipelines, cloud architecture, and cost optimization.
Education: French Engineering School (ECE)
Why choose us?
Frequently Asked Questions
We are often asked...
If you're unsure about priorities, budget, or approach, start with an assessment. If you have a clear, specific problem and budget approved, we can dive straight into implementation. We'll help you decide in our initial consultation.
You get a detailed roadmap and recommendations, and you can proceed to implementation with us, but you're not obligated. You can use the roadmap however you want: implement internally, shop for vendors, or work with us.
Absolutely. You may be more confident to start with an assessment ($25-35K) or a focused implementation ($70-90K) before committing to larger projects. This lets us prove our value and lets you see how we work.
We're hands-on technical consultants, not management consultants. We write code, build infrastructure, and deploy to production. You get working systems.
No. EDG simply makes our services more accessible by reducing costs by up to 50%. We work with companies regardless of grant status.
EDG covers up to 50% of qualifying project costs for eligible Singapore companies. We can introduce you to grant consultants who handle the application. The process typically takes 4-6 weeks.
Excellent. We work alongside your team, bringing specialized infrastructure expertise. Our focus is knowledge transfer, and your team learns to maintain what we build.
Yes. We're cloud-agnostic (AWS & GCP) and adapt to your existing tools and platforms rather than forcing you to change.
You have a production system, trained team, and complete documentation. You're not dependent on us. We offer optional ongoing support, but it's not required.
Typically within 2-3 weeks of engagement. We'll schedule a free consultation to discuss your needs and timeline.
No. While AI infrastructure is a specialty, we also work on data platforms, cloud infrastructure, and observability for any type of system.
All our projects include: architecture design, hands-on implementation, team training (3-5 days), complete documentation, and post-launch support. Everything you need to be self-sufficient.
Yes. We're Singapore-based and work in Singapore timezone. One founder is Singapore Citizen, the other is PR.
Still have questions?
Contact us to find out how we can help your business today.
Contact us
Schedule a free 30-minute consultation. We'll discuss your needs and recommend the best starting point.