Singapore · AI strategy, built and run
Qlabs is a Singapore AI consultancy for teams who want results, not a slide deck. We move you from AI-absent to AI-native at startup speed — setting the strategy, building the working systems, and proving the return in your own numbers. Built by builders, trusted by leaders.
Strategy you can ship. Return you can measure.
Why Qlabs
Most AI consulting ends where the real work begins — a maturity assessment, a vendor shortlist, a six-month strategy deck and a phase-two invoice. We do it in the opposite order: set the strategy, build the working system, and prove the return. Four principles keep us out of the 95% of AI projects that never change a number that matters.
We set the strategy and then execute it. The deliverable runs in your operation, not in a document — no maturity assessment, no vendor shortlist, no phase-two you have to staff and fund separately. Strategy and working software in the same engagement.
We baseline the process before we build — cycle time, cost per case, error rate — then prove the delta in your own numbers. Not "it feels faster." A before and after you can put side by side, and a return you can defend to your board.
WhatsApp threads, call transcripts, emails, records — we record a lawful basis for every source before we touch it, minimise what we use, and can process it locally on our own hardware so personal data never leaves for a third party. Compliance built in, not bolted on.
We design your team's self-sufficiency from the first week — your people learn the system, own the documentation, and run it without us. A good consultancy makes itself unnecessary; a good engagement ends with you needing us less, not more.
From AI-absent to AI-native
A full engagement moves through seven stages — from setting strategy to shipping and owning the system. The early ones are fast and inexpensive on purpose: they exist so we both find out quickly whether this is worth doing, before anyone commits to a build.
A short conversation: is there a sponsor with P&L authority, a real painful process, and a budget? If not, we say so.
We map how your business makes money and where time and money leak, then list a handful of candidate processes worth fixing.
Together we score the candidates and pick a single process to focus on — one decision, one owner, one number to move.
We measure the current state and inventory the data it needs, with a lawful basis recorded for every source. No baseline, no delta.
We build the working system inside your operation, on your real, messy data — in weeks, not quarters.
We run it live, compare against the baseline, and show the delta — then close the loop so the decision sharpens each cycle instead of going stale.
Your team takes the controls. We leave documentation and reusable parts behind — and one reusable artifact enters our own library.
Ways to engage
Four ways to work with us, built to be taken in sequence — the output of one is the entry point of the next. But the ladder is front-loaded: commit to a small, fast first step, and only scale once the value is visible. WDG-anchored where you're eligible.
A decision census and a wedge scorecard. One decision, one owner, one number named, with a signed baseline plan. The diagnosis, not the build.
A working prototype on your real, messy data, run by the real owner — with the current-state baseline measured and signed first.
The prototype becomes a loop that sharpens each cycle. Adoption driven with your staff, delta measured against baseline, handover pack so you run it without us.
Light custody of the live loop — tuning, drift-watch, next-cycle improvement, next-wedge scouting. Capped by design. Not managed services, not a way to become indispensable.
Not sure where to start? The first step is a 30-minute fit check. If there's no fit, we'll tell you plainly — we only take on work we believe will pay for itself.
Built by builders
This isn't theory. These are Qlabs-owned platforms running live in Singapore, each with agentic AI at the core — proof that we practise what we advise, in production, not in a deck. The method that proves itself here is the method we bring to your engagement.
AI-powered two-sided marketplace for private tutoring.
Two-sided marketplace matching parents with verified tutors. Claude ranks candidates in real time, an autonomous Telegram agent fields subject questions inside a 400+ member community, and an orchestrated email-relay workflow takes a shortlist all the way to a paid lesson — without a human coordinator in the loop.
Web SPA · Telegram bot · email-relay · Stripe payments
AI content engine for international curriculum specialists.
Internal platform for curriculum specialists producing study materials for major international syllabuses. AI-powered worksheet generation produces structured, syllabus-aligned resources on demand. A catalogue of 18,000+ study resources — tagged, searchable, and organised by subject area — backs a growing international curriculum business.
Internal web platform · AI generation pipeline · React + FastAPI
Agentic operations platform for a Singapore education business.
One platform replacing an incumbent scheduling system and 15 spreadsheets across enrolments, scheduling, finance, and communications for a Singapore tutoring centre. Non-technical staff drive operations through a permissioned chat agent that books trials, records attendance, and processes invoices under explicit human confirmation.
Internal web app · scheduled Celery workflows · staff chat agent
Insights
Get in touch
Based in Singapore. The first step is a 30-minute fit check.
hello@qlabshq.com →