// Singapore · AI Consulting & Deployment
Qlabs is a Singapore software engineering house that designs, builds, and runs agentic AI inside real operations. Deployment-first, not deck-first — and we prove it on our own products before we ship yours.
Inside the Workflow — 45s look at how a Qlabs agent slots into an operator's existing tooling.
// What we do
Most organisations fail at AI because of adoption, not technology — brilliant pilots that never reach production. We close that gap: strategy, build, deployment, and the unglamorous work of keeping agents running after go-live.
We find the workflows actually worth automating, model the ROI, and hand you a deployment roadmap — not a slide deck. Problem before technology, always.
Custom tool-calling agents, copilots, and multi-agent orchestration built for your operation. 100% bespoke — no off-the-shelf platform forced into a workflow it was never designed for.
Document intelligence, retrieval pipelines, and knowledge agents grounded in your own data — with the citations, evals, and guardrails that make the output trustworthy enough to act on.
Getting AI off the laptop and into production: cloud infrastructure, CI/CD, observability, and cost controls. React, FastAPI, Django, PostgreSQL, Redis, Docker, deployed to AWS. We own the stack end to end.
Intelligence wired into the systems your team already uses — chat, email, internal tools, existing platforms. No rip-and-replace, no new app to learn, no behaviour change forced on your people.
Agents drift; data shifts; edge cases surface. We stay on after go-live with evaluation harnesses, monitoring, and iteration — so the system keeps earning its place in your operation.
// How we work
AI only creates value when it actually runs — inside real operations, without hand-holding. Every engagement moves toward something live in production, on a clear four-stage path.
We map your workflows, find where AI pays for itself, and model the return before a line of code is written. If automation isn't the right call, we'll tell you.
Agents and pipelines built for your operation and your data — with role-based access, confirmation-first writes, and human-in-the-loop where the stakes demand it.
We ship to your real environment — infrastructure, monitoring, and rollback included — so the system handles live traffic, not a sandbox demo.
Evals, guardrails, and iteration on every deployment. We measure what the agent does in the wild and keep tuning it — abandoned pilots are how AI projects die.
// Proof, not pilots
We don't just advise on AI — we ship and operate it. These are Qlabs-owned platforms running live in Singapore, each with agentic AI at the core. The same team and the same standards go into client work.
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. Deploying globally.
hello@qlabshq.com →