Deep visibility into how your
AI systems perform in the real world
Neuralith helps organisations in Singapore design, deploy, and understand AI with the precision of an observatory — careful observation, structured analysis, and clear sight lines into complex spaces.
What we help you build
Each engagement is scoped carefully and delivered with a clear methodology tailored to your organisation's context.
AI Observability & Monitoring Setup
Comprehensive monitoring for your AI models in production — data drift, prediction confidence, system health, and alert logic — all configured and handed over with a full runbook.
- Performance dashboards & alerting
- Data drift & model health tracking
- 3–4 week engagement
Graph Neural Network Solutions
AI built around relationships — for fraud detection networks, supply chains, knowledge graphs, and molecular data where standard models miss the structure that matters most.
- Graph data modeling & architecture
- Training pipeline & infrastructure
- 6–10 week engagement
Enterprise AI Platform Selection & Setup
Vendor-neutral advisory to identify, configure, and deploy the AI/ML platform that fits your team, infrastructure, and strategic direction — with migration support if needed.
- Requirements analysis & vendor evaluation
- Proof-of-concept & full deployment
- 8–14 week engagement
Have an AI challenge worth
looking at closely?
Describe the problem. We'll tell you whether we can help and how an engagement would be structured — no pressure, no commitment.
What organisations typically ask
What kinds of organisations typically work with Neuralith?
We work with mid-sized to enterprise-level organisations in Singapore across finance, logistics, healthcare, and technology. Most clients already have data infrastructure in place and want help making their AI investments more visible, structured, or strategically sound.
How do engagements typically begin?
Every engagement starts with a discovery conversation — usually one hour — where we understand your current setup, the specific challenge, and what a useful outcome looks like for your team. From there, we propose a scoped engagement with clear deliverables and timeline.
Do you work with organisations new to AI deployment?
Yes. Several of our engagements — particularly the Enterprise AI Platform work — are designed for teams at the start of their AI infrastructure journey. We structure the process so your internal team develops understanding alongside us, not just receives a finished system.
How is data confidentiality handled?
Before any data sharing, we sign a mutual NDA aligned with PDPA requirements. We work within your infrastructure wherever possible to avoid unnecessary data movement. Any tools or platforms we evaluate are assessed with your data governance obligations in mind.
What does a typical project timeline look like?
Timelines are tied to the specific service. Monitoring setups run 3–4 weeks; GNN solutions 6–10 weeks with iterative evaluation; platform selection and setup 8–14 weeks depending on migration complexity. All timelines are discussed and agreed before work begins.
Can you integrate with our existing tools and infrastructure?
That is one of the first things we assess. We design around your existing operations toolchain — whether that is Kubernetes, existing observability stacks, or on-prem data systems. The goal is to extend what works, not replace it unnecessarily.
Find Us in Singapore
77 Robinson Road, #33-00, Robinson 77, Singapore 068896
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Contact Details
Phone
+65 6835 2741Address
77 Robinson Road, #33-00Robinson 77
Singapore 068896
Working Hours (SGT)
Monday – Friday: 9:00 – 18:00
Saturday: 10:00 – 14:00
Sunday: Closed
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