AI consultancy & software development in Singapore.
We help Singapore SMEs adopt AI and ship custom software 5–7× faster. High-stakes builds, operated in production — engineering excellence since 2016, AI-adapted.
Singapore-based · operating since 2016 · AI-adapted engineering · built and run in production
Process & Philosophy
Core principles
AI-powered leverage
The output of a team, the overhead of one. We use modern AI tools to accelerate development without sacrificing quality.
Build AND run
We operate what we ship — no hand-off, no disappearing. We remain accountable for the performance and uptime of your systems.
No lock-in
We integrate with the stack you already run. Our goal is to augment your infrastructure, not force you into a proprietary ecosystem.
Capabilities
Studio capabilities
Senior, AI-augmented engineering, operated in production.
Custom software & APIs
Scalable backends and resilient internal tools designed for longevity.
Infrastructure & DevOps
Cloud-native architecture and automated deployment pipelines that just work.
Security & maintenance
Continuous monitoring and proactive patching since 2016.
AI & automation
Intelligent workflows that eliminate manual overhead and improve accuracy.
Legacy
Founded 2016 — engineering systems that stand the test of time
Evolution
AI-adapted — building the future at modern speeds
From the Notes
How we actually deliver with AI
Real projects, real numbers, including the parts that went wrong.
When AI-written code passes every test and still doesn't work
A feature shipped with a green test suite and did not work on real hardware for 19 days. What that taught us about which claims from an AI agent count as evidence, and which are just confident output.
AI vs offshore development cost — the maths changed
Offshore development was rational when senior local engineers were unaffordable. Here's what actually made up that cost, and what changed when AI took over the volume work.
Where AI gets it wrong — and how you find out
The failure mode isn't a wrong answer. It's a confident, well-formatted, entirely plausible answer that nobody thinks to check.
The quiet cost of not having a specialist
Small companies rarely fail from one big mistake. They lose ground slowly, in all the places they could never afford to hire.
Seven offshore developers to zero — and we got faster
In October 2024 we had seven offshore developers. Today we have none, and we ship faster. The dates, the numbers, and the one thing that makes it work.
What AI actually changes for a small business (and what it doesn't)
Most AI advice for SMEs is written for companies with a hundred staff. Here is the version for a company with fifteen.