AI Development Partner · Singapore

You're paying
for 10 tools.
Your team uses 3.

We build one custom AI operating system that replaces them all. Function by function. SGD 2,400 each. You own the code.

SGD 200 back if we're late
Stop anytime
You own the code
Scope in 48 hours
What happens after you start
Now
30-min discovery call
We confirm there's a real fit. If not, we tell you.
Free
48 hrs
Scope document
Architecture, database, features — in writing. Take it anywhere.
Day 7
Working MVP
Your actual system, running. Not a mockup.
Functional
Week 4
Full function live
In your hands. Fully deployable. Your team uses it.
Ongoing
Next function queued
Same cycle. SGD 2,400. Until you say stop.

Does this sound like your business?

  • 01 Five tools open in your browser. Actually using two of them properly.
  • 02 Tried Make or Zapier. Something broke three months in. You haven't fixed it.
  • 03 Agency quoted SGD 80,000+. Developer quoted four months and a list of assumptions.
  • 04 Critical decisions made from a spreadsheet last updated on Thursday.
  • 05 Revenue grows. You hire someone. That is the only scaling option you have right now.

Three stages.
One system.

Every engagement starts with the Foundation. After that, you choose: keep adding capabilities with Function Cycles, or move to Maintain Mode when the core is done. You can re-enter Build Mode anytime.

Stage 01 — Always first
Foundation Build
4 functions built in 6–8 weeks. Your complete operational core — dashboard, pipeline tracker, AI assistant, alert centre. Full infrastructure built once, never repeated. Every function after this is faster because the foundations already exist.
Start here
Then, you choose
Keep building
Function Cycles
One new capability per cycle. 48hr scope, 7-day MVP, 4-week full build. Queue as many as you need. Stop anytime. The system grows as the business grows.
Core system complete
Maintain Mode
Hosting, updates, AI model refresh, 24hr async support, quarterly reviews. Re-enter Build Mode whenever you need a new capability.

Four functions.
Six to eight weeks.
The operational core.

Every engagement starts here. The Foundation gives you a central system with your actual data — built for how your business runs, not how a template assumes it does.

Function 1 — Operational dashboard
Everything your business is doing, in one view. Founders see the whole operation. Team leads see their scope. Built-in from day one — no access level configuration needed later.
Function 2 — Revenue and pipeline tracker
A lightweight deal and project view built directly into your system. No separate CRM to pay for. Live data — no more spreadsheet forecasts last updated by someone who left.
Function 3 — AI assistant
Ask your business data anything. "Who has the lowest utilisation this month?" "Which clients haven't had a touchpoint in 30 days?" Answers in seconds, not after asking someone to pull a report.
Function 4 — Notification and alert centre
The system tells you when something needs attention. Thresholds you define. Delivered to your inbox — not another app to check.
What we connect in the Foundation
Xero or QuickBooks
Financial pulse · live invoices · cashflow
Google Calendar or Outlook
Team availability · capacity view
Gmail or Outlook
Activity log · client touchpoints
+ one more agreed in scoping
Your most critical data source
Foundation Build
SGD 9,600 (4 × SGD 2,400)
SGD 6,800
4 functions bundled · Save SGD 2,800
Scope document48 hours
Working MVPDay 7
Full build6–8 weeks
Post-launch supportIncluded
Infrastructure is built once, here. Every function after this is faster and cheaper because the foundations already exist.
Book a discovery call

Every function
after the Foundation.

One capability per cycle. Same process every time. Queue as many as you need. Stop anytime.

Per function
SGD 2,400
per function cycle
48 hoursScope document delivered
Day 7Working MVP in your hands
Week 4Full build, fully deployable
Miss a deadline? You get SGD 200 back for every day we're late. Written into the agreement.
Stop anytime.
After scope document
70% back
After working MVP
50% back
After full build
No refund — work is done
You own all code delivered. Walk away any time it stops making sense.
What counts as a Function
  • Connecting to a new data source or external system
  • Automating a workflow that currently requires a human decision or manual step
  • Surfacing information that currently requires someone to compile manually
  • Building a new interface or module that did not previously exist
  • Creating a new AI workflow, agent, or automation
Examples: new Xero integration, automated report pipeline, student portal, review board, BI dashboard from a new data source, new AI agent.
What counts as an Enhancement
  • Search and filtering on an existing view
  • Export to CSV or PDF of existing data
  • Notes, comments, or tags on any record
  • Notifications triggered by existing logic
  • Sorting, pagination, date range filters
  • UI or visual changes to existing views
  • Adding columns or fields to an existing table
Enhancements are included during active builds. In Maintain Mode: 2 free per quarter, then SGD 300 each. If it is not on this list, it is a Function.

What we each commit to.

Stop anytime
No lock-in. No minimums.
Cancel after any function cycle with no penalty. The work delivered is yours regardless. You can walk away the moment it stops making sense.
Prorated refunds
Milestone-based, not calendar-based.
Cancel after receiving the scope document: 70% back. Cancel after the MVP: 50% back. We don't charge for time — we charge for what's delivered.
Scope freeze
Once approved, the scope holds.
New requests after approval go to the next cycle. Every new request is classified — function or enhancement — within 24 hours. No ambiguity, in writing.
Your side
Two hours in the first ten days.
We build fast. We need two one-hour sessions and 24-hour feedback turnaround in the first 10 days. If you can give us that, we give you the rest.

What we've built.

Client details anonymised on request.
Ongoing
Healthcare consulting
Singapore · Quality assessment
Foundation + 2 functions
Automated report generation pipeline + brand system Consultants drop a data file into a folder — a fully formatted, on-brand PDF report generates automatically. No logins. No templates. No manual formatting. Now expanding to additional service lines.
Delivered
7 weeks
Report production → zero manual work
Completed
Financial services
Singapore · Compliance
Foundation + 2 functions
Compliance and approval workflow automation A 22-person finance firm running approval chains across email and spreadsheets — version errors, missed steps, no audit trail. Rebuilt into a structured workflow with automated routing, escalation, and documentation.
Result
60% less coordination work
Errors: ~13% → near zero
Completed
Financial services
Singapore · Family office
Foundation + 1 function
Bank statement intelligence — OCR, consolidation, risk flags An OCR engine parsing statements across multiple banks. Normalises position data automatically. Flags internal dependencies and surfaces consolidation suggestions. The director has a full live view without waiting for anyone.
Delivered
3 weeks
Full portfolio view, live
Completed
3PL logistics
Singapore · Last-mile
Foundation + 2 functions
Multi-retailer BI dashboard with AI analysis agent Data from four retailers — previously scattered across Excel files — unified into one dashboard. Year-on-year, month-on-month, store-vs-store, SKU-level. The GM gets an instant view. Includes an AI agent trained on 3PL logistics that surfaces recommendations from live data.
Delivered
5 weeks
Days → instant view
Completed
Education consulting
Singapore · University admissions
Foundation + 2 functions
Student management platform with consultant workflow and student portal Consultants manage each student like a deal — academic progress, milestones, assigned tasks, all in one view. Each student gets a secure portal to complete work and upload documents. Every team member knows where each student stands without asking.
Delivered
6 weeks
Unified student views
What you're actually getting

Your business data, in one place. Answering questions in seconds.

Not a BI tool. Not a CRM. Not another dashboard you'll stop checking in 3 weeks. A system built on your actual data — Xero, your calendar, your email — that your team uses because it makes their day easier, not because you asked them to.

Operations — Live
Revenue (MTD)
$184K
+12% vs last month
Active clients
23
3 up for renewal
Team capacity
74%
2 available now
Pipeline — last 6 months
"Which clients haven't had a touchpoint in 30 days?"
3 clients: Meridian Holdings, SkyBridge Advisory, Paxton Group

Questions founders actually ask.

If something isn't answered here, email ben@3nm.io. You'll get a reply within 24 hours.

Scope document within 48 hours. A working MVP in your hands by day 7. Full Foundation Build delivered within 6–8 weeks of scope approval. These are SLA commitments — if we miss them, you get SGD 200 back for every day we're late.
Four functions: an operational dashboard with role-based access, a revenue and pipeline tracker, an AI assistant that answers questions about your data in natural language, and a notification and alert centre. Plus the infrastructure that runs it — hosting, authentication, database, and 2–3 data connections (Xero required if available, plus others agreed in the scoping session).
A Function adds something new to the system — a new data connection, a new interface, a new AI workflow, or a new automation. An Enhancement is a minor addition to something already built: filtering, CSV export, UI tweaks, adding a column, adjusting permissions. Enhancements are included during active builds. Every request is classified within 24 hours.
Ben builds it. No subcontractors, no outsourcing, no handoffs. You work directly with the same person from the discovery call through to deployment. This is how we keep quality consistent and delivery fast.
You get SGD 200 back for every day we're late on any committed milestone — scope document, MVP, or full build. This is written into the service agreement, not a marketing claim. The credit applies against your next invoice, or is refunded directly if there is no future invoice.
Yes. Cancel after receiving the scope document and get 70% back. Cancel after the MVP and get 50% back. Cancel after the full build — no refund, because the work is complete and yours. All code delivered up to that point is yours regardless.
Completely. Every line of code, every database, every piece of documentation becomes your sole property on delivery. Ben retains no license or rights over anything built for you. If you ever want to take the system somewhere else, it's yours to do so.
You choose. If there are more capabilities to add, continue with Function Cycles — one new capability per cycle, SGD 2,400 each. If the core system is complete, move to Maintain Mode for hosting, updates, and async support at SGD 2,400 per year. You can re-enter Build Mode anytime a new need comes up.
Any tool with an API or data export. Common connections in the Foundation: Xero or QuickBooks (financial data), Google Calendar or Outlook (availability), Gmail or Outlook (activity log). Subsequent functions have included Notion, HubSpot, custom databases, logistics APIs, OCR document pipelines, and multi-retailer data feeds. If the data exists, it can be connected.
The current focus is Singapore-based service businesses. All pricing is in SGD and the agreement is governed by Singapore law. If you're based elsewhere and the fit is clear, reach out — we assess on a case-by-case basis.
Good fit: a service business of 10–35 people, a founder who can describe exactly what's broken, data that already exists (in Xero, in email, in spreadsheets) but isn't centralised. Poor fit: a business that hasn't started yet, needs a consumer product, or wants a custom solution but isn't willing to commit to two sessions in the first 10 days. Book a call — if it's not a fit, we'll tell you directly.
Get started

Book a 30-minute call.
It's free.

No pitch. No proposal. We talk about your business, identify where the leverage is, and tell you honestly whether we can help.

ben@3nm.io · Singapore · No pitch, no proposal.

We'll be in touch shortly.
Expect an email from ben@3nm.io within 24 hours.
Singapore timezone (SGT, UTC+8).