Bespoke machines designed around your problem, from telescopic conveyors to precision robot cells.
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.
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.
Sensor integration, custom boards, and on-device intelligence, engineered for industrial environments.
From PLC to cloud dashboard. One stack, built and owned by the same team that built the hardware.
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.
We visit your site, listen, and analyse the task in depth.
FreeRapid proof that AI can solve the task.
Usually freeMore features, validated accuracy on your real parts and data.
Fixed priceAutomated system running in your production.
Fixed priceMulti-site rollout, support, continuous AI improvement.
RecurringWeeks, not years: hardware, electronics, software, and AI sit in one lab, so nothing waits on a supplier.
Flagship: CargoCobra
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.aiFields we work in
Wherever automation has stalled for decades and modern AI changes what is possible.
AI acoustic leak detection for aircraft heat exchangers: seconds instead of minutes per unit, in production with a leading aerospace MRO provider.
Automated end-of-line testing of gas delivery systems: a 3-day manual process cut to 85 minutes, charged per tested unit.
AI inspection of precision components at 5-micron tolerances, benchmarked against reference metrology.
Workplace safetyMercury Smart Hook: retrofit AI monitoring for work at height. Patent filed 2026.
High-purity weldingOrbital welding automation for high-purity tube assemblies in semiconductor and cryogenic applications.
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
A working basic POC in weeks. By the time others have scheduled their first committee meeting, we have often already delivered it.
Hardware, electronics, software, and AI under one roof. No suppliers to wait for, no interfaces to argue about.
Free exploration, basic POCs usually free, fixed-price quotes after that. No co-funding paperwork, no committees.
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.