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AI Operating Partner · Singapore

You're the system
holding it all together.
That's the problem.

You don't have to be. We build operating systems for service firms scaling without the next hire.

Stop anytime
You own the code
Built in Singapore
Slack · Sarah 2m ago
@you can you approve the Q3 forecast deck before 3pm?
Email · Compliance Tue, 3 days
Re: Trade authorisation
Awaiting your sign-off. Senior partner on leave.
Alert · Invoicing Just now
Invoice overdue. Hartwell Partners.
SGD 8,400 · 14 days late
Calendar In 12 min
Forecast review · prep needed before call
DM · Team 9:42 AM
"Need a decision on the SkyBridge contract by EOD. Team's blocked."
47
Replaces
Monday.com Slack FreshBooks Pipedrive

Does this sound like your week?

If yes, you're not alone. Every line below is what founders said to us, before we built them out of it.

Your business · This week
Status updates
11 messages today
Manual
Last month's report
Coming Tuesday. Third month running.
Late
Next quarter's forecast
"Probably hit target"
Guess
Decisions waiting on you
4 in your inbox. Team blocked.
Stalled
Work nobody owns
3 priorities. 6 weeks no movement.
Not happening
  • 01 Every real question routes through you.
  • 02 Last month's numbers won't be ready until next week. Same as last month.
  • 03 You don't know what next quarter looks like. You're guessing, and the guess has been right enough that nobody's pushed back.
  • 04 Your team can't move without your sign-off. The context lives in your head.
  • 05 The work everyone agrees matters keeps not getting done. It's nobody's job.

Sound like your week? Book a 30-minute call

Case study · Education consulting

From shared inboxes and PDF folders to one platform.

An education consulting firm tracking university admissions for dozens of students across spreadsheets, shared inboxes, and PDF folders.

We unified the work into one platform. Consultants track every student like a deal. Students log in to submit work and upload documents. Sales and customer service can see every student's progress in real time and follow up with parents directly. The weekly 3-hour sync between consultants and the sales/CS manager is gone — the dashboard tells them what they used to ask for.

Built in
6 weeks
Killed
3-hour weekly sync
Outcome
No new admin hire
Built by Ben Owned by client
Read the full case study
Student Operations · Active cohort Live
On track
38
At risk
6
Enrolled
3
  • Daniel Chen
    Stanford · Submitted
    Submit
  • Priya Sharma
    UPenn · Essay v3
    Essay
  • Marcus Tan
    Imperial · Documents missing
    Review
  • Aisha Rahman
    Duke · Transcript uploaded
    Docs
  • Wei Lin
    NUS · Personal statement
    Essay

Built and shipped.

Anonymised on request.
Read case study
Completed
Executive Recruitment
Singapore · Senior placements
Automated market mapping, sourcing, intelligent filtering.
Manual market mapping replaced with an automated pipeline. Initial candidate pool grew. Intelligent filtering surfaced better-fit candidates faster. Past hiring data retained, searchable, compounds with every search.
−8h
Per candidate
2-3×
Pool growth
8w
Built in
Foundation + 2 Built by Ben
Read case study
Read case study
Completed
Family Office
Singapore · Financial services
Bank statement intelligence with OCR, consolidation, risk flags.
OCR engine parsing statements across multiple banks. Position data normalised automatically. Consolidation suggestions surfaced. Director gets a full live view without waiting for anyone.
3w
Built in
Live
Portfolio view
Multi
Bank OCR
Foundation + 1 Built by Ben
Read case study
Read case study
Completed
3PL Logistics
Singapore · Last-mile
Multi-retailer BI dashboard with AI analysis agent.
Data from four retailers, previously scattered across Excel files, unified into one dashboard. YoY, MoM, store-vs-store, SKU-level. AI agent trained on 3PL logistics surfaces recommendations from live data.
5w
Built in
4 → 1
Retailers unified
Live
SKU view
Foundation + 2 Built by Ben
Read case study

Yours could be the next one.

Book a 30-minute call
Foundation Build
Always first.
Where every engagement starts. Builds the operational core in 6 weeks.

Your AI Operating System.
Built from scratch.

Your business in one view. Connected to your real data, built around your processes, delivered in 6 weeks. Day 7 MVP: your operational dashboard live with revenue, pipeline, team capacity, client health. Final scope of all four functions locked in writing at 48 hours.

Data Finance
Data Calendar
Data Sales
Data Marketing
Data HR
Data Operations
Data Email
Data + Custom
AI Operating System
Your live operational brain.
Always on. Always yours. Every signal in one place.
Operational dashboard
Revenue, pipeline, team capacity, client health. The whole business in one view. Founder sees everything. Team leads see their scope. Role-based from day one.
Workflow automation
One automation chosen with you in scoping. Compliance approval chains, data-to-PDF reports, intake forms, manual review pipelines. The workflow eating the most of your team's hours, gone.
AI assistant
Ask in plain English. "Who's overdue?" "What's pipeline this month?" Answers in seconds.
Notification centre
The system tells you when something needs attention. Thresholds you set.
Hiring: SGD 80,000+ year one
SGD 7,600
One-time. Yours forever.
Scope document48 hours
Working MVPDay 7
Full build6 weeks
Post-launch supportIncluded
Book a discovery call
SGD 200 back per day late.

If your problem has a simpler, cheaper answer — a better process, a different tool, no AI at all — you hear it.

Bolun (Ben) Liu
Founder · RightClick:AI · Singapore

Marketer and AI operator. I build everything myself — no subcontractors, no handoffs. Free discovery call and workflow audit. Prorated refund at every paid stage: 95% back after scope, 70% after MVP. If we're not a fit, you hear it on the call. Read the manifesto →

Questions founders actually ask.

If something isn't here, email ben@3nm.io. Reply within 24 hours.

Free 30-minute discovery call, then a free 1-hour workflow audit if both sides see a fit. If you commit to proceed: scope document within 48 hours, with all four functions and your chosen workflow automation locked in writing. Day 7 MVP: your operational dashboard live on real data — revenue, pipeline, team capacity, client health. Two iteration rounds with you during MVP. Full build delivered within 6 weeks of scope approval. If we miss any milestone, you get SGD 200 back per day late.
Four functions: operational dashboard with role-based access (revenue, pipeline, team capacity, client health), one workflow automation of your choice, AI assistant, notification centre. Plus the infrastructure (hosting, authentication, database) and 2 to 3 data connections agreed in scoping (typically finance, calendar, email, and one source specific to your business). Your knowledge wiki is initialised here too. The Day 7 MVP is the operational dashboard live on your data; the rest is built out by week 6.
A Function adds something new: a new data connection, a new interface, a new AI workflow, a new automation. An Enhancement is a minor addition to something already built: filtering, CSV export, UI tweaks, adding a column. Enhancements are included before the build starts and bundled into the scope document. Once the scope is approved, it's frozen — new requests go to the next Function Cycle. Every request classified within 24 hours.
Ben builds it. No subcontractors, no outsourcing, no handoffs. You work directly with the same person from discovery call to deployment.
If Ben misses any committed milestone, you get SGD 200 back per day late. Written into the service agreement, not a marketing claim. Credit applies against your next invoice, or is refunded directly if there's no future invoice. One caveat: the 6-week SLA depends on fast feedback from your side — typically within 48 hours. We move fast; we need you to as well. The 6-week build is short because momentum matters: every blocked decision compounds. If feedback consistently takes longer, the SLA pauses for that period (the days don't count against the deadline). We'll always flag this in writing before the timer pauses.
Yes. After scope: 95% back. After MVP: 70% back. Cancel after any Function Cycle: no penalty. All code delivered is yours regardless. No lock-in.
Completely. Every line of code, every database, the infrastructure, the SOPs, the knowledge wiki — everything becomes your sole property on delivery. Ben retains no license or rights. If we ever part ways, the system continues to work as intended.
Every SOP, role, responsibility, decision, and rule that shapes how your business runs. Cross-linked. Searchable from inside the AI assistant. Maintained as part of every Function Cycle. It's the difference between a system that works for you and a system you actually own. If we ever part ways, the wiki and the system continue to work as intended.
Good fit: a service business of 10 to 35 people, a founder who can describe what's broken, data that already exists but isn't centralised.

Poor fit: a business that hasn't started, needs a consumer product, or can't give 48-hour feedback during the build.

For the engagement structure and refund tiers, see "Can I cancel anytime?" above.

Still have questions? Bring them.

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

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

No pitch. No proposal. We talk about your business, identify the leverage, 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).