AI Consulting in Singapore
I help businesses figure out where AI fits. And build it when it does.
Most AI consultants will say yes to everything. I won't. If AI isn't the right move for your business, I'll tell you. That saves you the budget. If it is, I'll build it myself: production-ready, maintainable, and actually useful. Based in Singapore, 8+ years shipping software for banks, startups, and SMEs.
What I Offer
AI Strategy
Not sure if AI is right for your business? Good. That's the right question. I map your workflows, find the real pain points, and give you an honest answer on whether AI will help or just burn budget.
Custom AI Development
When AI is the right call, I build it. LLM integrations, RAG pipelines, chat interfaces, automations. Production code, not demos. I write it myself. No handoffs, no surprises.
Ongoing Support
AI systems need maintenance. Models drift, data changes, edge cases appear. I offer retainer-based support so your system keeps working the way it was built to. No hunting for a new contractor every quarter.
Workflow Automation
I map your manual processes and cut out the repetitive parts. Less clicking, fewer errors, more time for work that actually needs a human. I connect your existing tools or build custom flows when needed.
Private Local LLM
Need AI without sending your data to OpenAI or Google? I set up and configure local language models that run on your own infrastructure. Your data stays on your machines. Full control, no third-party exposure.
AI Tool Implementation
Already know which tool you want. Cursor, Copilot, ChatGPT Enterprise, or something else. I handle the setup, configuration, and team onboarding so you get real adoption, not just installed software nobody uses.
How It Works
Discovery Call
Free. No pitch, no deck. We talk about your business, your processes, and what's slowing you down. I ask the uncomfortable questions.
Workflow Audit
I map your actual workflows end-to-end. We find where time is lost, where errors creep in, and where AI is a real fit. And where it isn't.
Strategy Presentation
You get a clear roadmap with honest go/no-go recommendations. If it doesn't make business sense, I'll say so. No padding, no vendor bias.
Build & Implement
If we go ahead, I build it myself. Custom development, tool configuration, or automation setup. Whatever the problem actually needs.
Handover & Support
You get documentation, training, and a working system. Ongoing retainer available if you want someone keeping it maintained and up to date.
Experience with big company give me ability to ship in high standard
My process follows the same Software Development Lifecycle used in financial institutions. The kind where getting it wrong isn't an option.
Every engagement starts with requirements before a single line of code. Then design and review, followed by development with testing baked in. Not bolted on at the end.
Before anything goes live, it goes through UAT with real scenarios. Deployment is planned, not rushed. After handover, you get documentation your team can actually use.
This isn't bureaucracy for its own sake. It's how you avoid surprises, scope creep, and systems that pass the demo but fall apart in production.
Use Cases
Intelligent Document Processing
Extract, classify, and summarize documents automatically. Invoices, contracts, PDFs. No more manual data entry.
NLP for Business Automation
Turn unstructured text into structured actions. Emails, support tickets, and forms processed without a human in the loop.
Legal and Compliance Automation
Flag risks, summarize clauses, track regulatory changes. Less manual review, fewer things slipping through.
Financial Data Processing
Reconcile transactions, detect anomalies, generate reports. Accurate output at a fraction of the time.
Workflow Automation
Connect your tools and cut the repetitive steps between them. Your team spends time on real work, not copy-pasting between systems.
Private Data / Local AI
Run LLMs on your own infrastructure for sensitive data. Customer records, internal documents, confidential processes. None of it leaves your environment.
Transparent Pricing
AI Strategy Consulting
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Business process audit
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AI readiness assessment
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Clear go / no-go recommendation
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Implementation roadmap if applicable
Custom Development
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LLM integration or RAG pipeline
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End-to-end production build
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Deployment and handoff docs
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Two weeks of post-launch support
Ongoing Support
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Monthly performance review
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Model and prompt maintenance
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Direct access, no ticket queue
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Priority for new feature requests
Note: Prices are estimates. Final scope and cost are agreed before any work begins. No surprises.
Why Work With Me
I'll tell you if you don't need AI. Saves you money. Builds trust.
Singapore-based. We can meet in person if that matters to you.
8+ years building production software: banks, startups, SMEs.
I build the thing myself. No subcontracting, no bait-and-switch.
Common Questions
Is AI viable for small and mid-sized businesses in Singapore?
Yes, but not for every business. It depends on your workflows, your data, and your team. Some SMEs get massive gains from simple automation. Others need to fix the process first before AI adds anything. That's what the discovery call is for.
How long does implementation take?
A workflow automation or tool setup can be done in two to four weeks. Custom AI development typically runs four to twelve weeks depending on scope. I scope everything before we start. You'll know the timeline upfront, not after the invoice.
Do I need to replace my existing software?
Usually no. Most integrations work alongside what you already have. Your CRM, ERP, or whatever you're running. I prefer to extend what's working rather than rip and replace things for no reason.
My team isn't technical. Can we still benefit?
Yes. Most businesses I work with aren't technical. I handle the build. I write the docs in plain language. I run the training. Your team uses the output. They don't need to know what's running underneath.
How do you measure ROI?
We agree on success metrics before the project starts. Time saved per week, error rate reduction, cost per processed document, whatever fits your situation. I track against those and give you a clear picture of what you got for your money.
Want to know if AI is right for your business?
Let's have a straight conversation. No pitch, no pressure. Tell me what you're working on and I'll give you an honest answer.