// Singapore · Agentic Engineering House
Drop-in agentic workflows for the stack you already run.
We build, deploy, and operate AI agents inside your existing tools — email, CRM, drive, ticketing. No platform migration. No workflow rebuild. Your team keeps working the way they already work; the agents do the rest.
Inside the Workflow — 45s look at how a Qlabs agent slots into an existing team's tooling.
// What we build
Agent-native engineering, end to end.
From the first agent that reads your inbox to the platform that operates them at scale — without your team changing how they already work.
Agentic Workflows
Multi-step AI agents that read your existing tools — inbox, CRM, drive, ticketing, Slack — and act inside them. We design the agent around your process, not the other way around. No platform migration, no rip-and-replace, no behaviour change for the team.
AI-Integrated Systems
LLM features wired directly into the apps your team already uses, via Anthropic Claude and Qwen. Surface intelligence where work already happens — no new dashboard to log into.
Workforce Augmentation
Staff-facing AI surfaces that take rote work off the team's plate and free human time for judgment-heavy work. Built around the Automate / Augment / Amplify / Anchor framework and aligned to Singapore grant evidence requirements.
Full-Stack Platforms
When a custom system is the right answer: React frontends, FastAPI and Django backends, PostgreSQL, Redis, Docker, deployed to AWS.
Cloud Infrastructure
AWS architecture across EC2, S3, RDS, SES, and Route 53 — security-hardened, cost-optimised, and production-ready.
Ops Automation
Internal platforms that replace spreadsheets and off-the-shelf tools with purpose-built systems for scheduling, billing, and reporting.
// Selected work
Products shipped to production
Internal platform for international curriculum specialists. AI-powered worksheet generation, 18,721 IGCSE and IB study resources, six-hourly S3 backups.
Unified operations platform replacing Mindbody and 15 spreadsheets — student scheduling, balance ledger, invoice generation, and three-tier email automation.
Autonomous agent platform on AWS Lightsail — email watch, enquiry routing, Google Drive integration, dual-LLM architecture with Anthropic Claude and Qwen.
Job redesign programme and five staff-facing AI surfaces for a 170K-member Singapore digital media platform — AEO intelligence, prospecting assistant, account health monitor, and moderation copilot, with a workforce-analytics dashboard tracking hours reallocated, skills-assessment closure, and revenue-per-FTE delta.
// Insights
Thinking on AI and workforce
// Get in touch
Let's talk about your project.
Based in Singapore. Working with teams globally.
hello@qlabshq.com →