Singapore deep tech · AI · Machine vision · Robotics · Electronics

Let's build the future of
hardware AI together.

We develop AI hardware solutions together with companies and organisations: machines that see, decide, and act in the physical world. Your people know the problem inside out; our lab builds the machine. Bring us the problem nobody else will touch.

6Active programs
5Industries served
2Patent families filed
100%Built in-house

What we do

One team for the whole machine. We do not squeeze half-fitting components into a solution; we create from scratch whatever the solution needs.

Mechanics & robotics

Bespoke machines designed around your problem, from telescopic conveyors to precision robot cells.

Electronics & embedded

Sensor integration, custom boards, and on-device intelligence, engineered for industrial environments.

Software & control

From PLC to cloud dashboard. One stack, built and owned by the same team that built the hardware.

AI & machine vision

Detection, classification, and robot control in unstructured environments. If a trained human eye can judge it, our AI can learn it.

How we work

De-risked step by step. You see results before committing. NDA, site visit, and we start.

01Explore

We visit your site, listen, and analyse the task in depth.

Free
02Basic POC

Rapid proof that AI can solve the task.

Usually free
03Paid POC

More features, validated accuracy on your real parts and data.

Fixed price
04Full system

Automated system running in your production.

Fixed price
05Scale

Multi-site rollout, support, continuous AI improvement.

Recurring

Weeks, not years: hardware, electronics, software, and AI sit in one lab, so nothing waits on a supplier.

Flagship: CargoCobra

Worker loading baggage manually inside an aircraft cargo hold

Autonomous baggage handling inside aircraft cargo holds

Baggage in narrow-body aircraft is still loaded by hand: workers crawl through holds barely more than a metre high, lifting bag after bag. CargoCobra is the only fully autonomous solution built for the inside of the hold: AI machine vision, adaptive gripping, and a patent-pending telescopic transport. Developed with a tier-1 aircraft OEM, engaged with aviation regulators, and featured in The Business Times.

Visit cargocobra.ai

Fields we work in

Wherever automation has stalled for decades and modern AI changes what is possible.

AEROSPACE MRO
Aerospace MRO

AI acoustic leak detection for aircraft heat exchangers: seconds instead of minutes per unit, in production with a leading aerospace MRO provider.

SEMICON
Semiconductor manufacturing

Automated end-of-line testing of gas delivery systems: a 3-day manual process cut to 85 minutes, charged per tested unit.

PRECISION
Medical precision manufacturing

AI inspection of precision components at 5-micron tolerances, benchmarked against reference metrology.

Mercury smart safety hook in use at heightWorkplace safety

Mercury Smart Hook: retrofit AI monitoring for work at height. Patent filed 2026.

Automated orbital welding cell designHigh-purity welding

Orbital welding automation for high-purity tube assemblies in semiconductor and cryogenic applications.

YOUR FIELD
Your hardest problem

The next program starts with a conversation. If it needs machines that see, decide, and act, we want to hear about it.

Why partners choose us

Fast

A working basic POC in weeks. By the time others have scheduled their first committee meeting, we have often already delivered it.

Everything in one lab

Hardware, electronics, software, and AI under one roof. No suppliers to wait for, no interfaces to argue about.

Fairly priced

Free exploration, basic POCs usually free, fixed-price quotes after that. No co-funding paperwork, no committees.

Honest

We tell you openly what works and what does not, before you commit. That is why our customers keep coming back with the next problem.

Deep-tech systems that run in production, protected by patents, supported by EnterpriseSG, and featured in The Business Times.

Start a project

Bring us a concrete problem, or an industry-wide one. We visit, we listen, and within weeks you see whether AI can solve it. The exploration costs you nothing.