AI workflow automation

AI that does the repetitive work, built by the engineer you talk to

I build and fix the AI workflows Singapore SMEs actually use — fixed scope, fixed price. Not "AI transformation", not a horizontal platform. One named workflow at a time, built and handed over by me, so you own it.

30 minutes, no pitch. You leave with a one-page map of what to automate first — whether or not we work together.

The frame

Named workflows with before-and-after numbers, not AI fog

The market is full of agencies selling "full AI solutions for your whole company" — the same horizontal pitch, the same free-audit funnel. That is not what this is. I pick one workflow that is costing you hours a week, build it, show you the before-and-after, and hand you code you own. You talk to the person who writes it. No agency layer, no offshore handoff, published prices.

WhatsApp / chat assistant

Pilot: 2–3 weeks

A customer-facing assistant on WhatsApp or your site that answers the same questions your team retypes all day — hours, menu, availability, order status, FAQs — and hands off to a human when it should.

Before
Staff answering the same 20 questions by hand, after hours going unanswered.
After
Instant replies 24/7, escalation only when it matters.

Quote & document automation

Pilot: 2–3 weeks

Turn a request, a spec, or a spreadsheet into a drafted quote, invoice, or report — formatted your way, ready for a human to check and send. The repetitive typing disappears; the judgement stays yours.

Before
Copy-pasting between email, Excel, and templates for every quote.
After
A drafted, on-brand document in seconds from the same inputs.

Private assistant on your docs

Pilot: 2–3 weeks

A private assistant trained on your own SOPs, contracts, or product docs, that answers staff or customer questions with citations — so nobody digs through a shared drive to find the one policy line.

Before
"Which folder is that in?" and answers that vary by who you ask.
After
One cited answer from your own documents, every time.

These are the starting points, not a fixed menu. The teardown is where we find the one that pays for itself first.

See it work

A working demo, not a slide deck

Here's a customer-support assistant for a café — answering opening hours and taking an order with a running total, unscripted. On your teardown call I run the version closest to your workflow live, driven in front of you, so you see exactly how it behaves before you spend a cent.

Document-drafting and private-docs assistants are shown live on the call.

What it costs

Published prices, quoted per workflow

Workflow teardown

Free

30 minutes. We map where automation pays off first. You leave with a one-page plan, no obligation.

Pilot build — one named workflow

S$3,000–8,000

2–3 weeks, fixed price, you own the code. The fastest way to see real before-and-after on your own process.

Automation project

S$15,000–35,000

4–8 weeks for a larger, multi-step build. Often grant-supported (EDG) — apply before work starts; I can point you to a grant consultant.

Corporate AI training

S$1,500–3,500/day

Half or full day, hands-on for your team. Can be run against the SkillsFuture Enterprise Credit via a partner provider.

Keep-it-running retainer

S$750–2,000/mo

Post-build maintenance and iteration once a workflow is live and you want it to keep improving.

All prices SGD, exclude GST. Every engagement starts with the free teardown so we both know it is a fit.

Who builds it

Isaac — the engineer, not an account manager

I am a working software engineer in Singapore. For the last few years I have also taught programming to hundreds of university and polytechnic students — which is the same skill this work needs: taking something technical and making it actually usable by the people who have to live with it.

You talk to me the whole way. The person on the teardown call is the person who writes the code and hands it over. No sales rep, no junior offshore developer, no "let me check with the team".

I automate my own business first. The content, analytics, and publishing pipeline behind Coding Solutions is itself an AI-automation stack I built and run — so when I say a workflow is worth building, it is because I have built the same kind of thing and watched it save the hours. Read how it works →

Find the workflow worth automating first

Tell me what your team retypes, re-checks, or re-explains all week. In 30 minutes I will give you an honest read on what is worth automating, roughly what it costs, and whether I am the right person to build it.