ANTOMATION Bespoke machines designed around your problem, from telescopic conveyors to precision robot cells.
The Hardware AI Lab · Singapore · AI · Machine vision · Robotics · Electronics
Our main goal:
makemachine.
makemachine.ai is the one big thing we are building: the AI platform that takes industrial machines from idea to market. A whole team of AI agents supports research, CAD, electronics, simulation, robotics and the AI inside the machine. You bring the idea. makemachine gets it to market faster.
6Active programs
5Industries served
4Patent families filed
100%Built in-house
makemachine
The platform that ties everything together
makemachine.ai gives you the power of a full engineering team on one AI platform. From the first idea to a market-ready machine, faster than ever before.
- Research
- CAD
- Electronics
- Simulation
- Robotics
- AI models
Born in our own hardware AI lab in Singapore, where we design and build AI machines every day.
Discover makemachine.aiWhat 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.
01Explore
We visit your site, listen, and analyse the task in depth.
Free02Basic POC
Rapid proof that AI can solve the task.
Usually free03Paid POC
More features, validated accuracy on your real parts and data.
Fixed price04Full system
Automated system running in your production.
Fixed price05Scale
Multi-site rollout, support, continuous AI improvement.
RecurringWeeks, not years: hardware, electronics, software, and AI sit in one lab, so nothing waits on a supplier.
Featured: 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.
AEROSPACE MRO
Aerospace MROAI acoustic leak detection for aircraft heat exchangers: seconds instead of minutes per unit. Production cell ordered by a leading aerospace MRO provider.
SEMICON
Semiconductor manufacturingAutomated end-of-line testing of gas delivery systems: a 3-day manual process cut to 85 minutes.
PRECISION
Medical precision manufacturingAI 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.
YOUR FIELD
Your hardest problemThe 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 built for real production, patent-pending, supported by EnterpriseSG, and featured in The Business Times.
Work with us
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.