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Custom hardware
Bespoke robots designed around the problem. Mechanical, electrical, embedded, engineered from a blank sheet when off-the-shelf doesn’t fit.
Singapore deep tech · Founded 2023
Robotic AI for the tasks
nobody else can automate.
Antomation builds physical-AI systems end to end. Custom hardware, in-house ML, full-stack control. We deploy them where automation has stalled for decades: inside aircraft cargo holds, in semiconductor test cells, and across aerospace MRO floors. Not to replace people, but to take on the work people simply cannot, or should not, do.
4active programs
20patent claims novel
1Airbus POC delivered
01 · What we do
Full-stack physical AI.
We don’t outsource the hard parts. Hardware, models, software, all built in-house, in our Singapore lab.
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Machine vision & VLA
AI vision for detection and pose estimation, plus vision-language-action models for intelligent robot control in unstructured environments.
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Full-stack integration
From sensor to cloud. Owning the whole stack lets us iterate fast and guarantee performance in the field.
02 · Flagship
CargoCobra.
Our flagship product: the only fully autonomous robot built to load and unload baggage inside aircraft cargo holds.
Flagship product
Autonomous baggage handling for aircraft cargo holds.
One of the highest-injury tasks in aviation, with workers crawling into 1.1m holds and lifting 30 kg bags in heat, solved by a robot designed from the ground up for the inside of an A320 or B737. Airbus POC completed and signed off in 2025. Patent pending; ISR confirms all 20 claims novel.
Visit cargocobra.ai →
03 · Other domains
Where else we solve hard problems.
Beyond CargoCobra, we run strategic projects in industries where automation has stalled, and where AI now changes what’s possible.
Aerospace MRO
Inspection & precision tasks for aviation maintenance.
Maintenance, repair and overhaul is full of tasks that resisted automation for decades: too varied for fixed tooling, too delicate for blunt robotics. With modern machine vision and adaptive control we can finally take them on.
Active customer Liebherr Aerospace · AI leak detection & 3D scan-to-mill.
Semiconductor
Automated equipment testing and AI classification.
Semiconductor test floors are dense with repetitive measurements that don’t scale. We build sensor-rich systems that watch, classify and act, turning shift-by-shift manual checks into 24/7 deterministic automation.
Active customer SMARTT / Nova-Tech · automated semiconductor equipment testing.
04 · Traction
Validated. Funded. Shipping.
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Airbus POC delivered
Paid POC completed and signed off Sept 2025. Three-year budget agreement signed.
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Patent · all claims novel
PCT international filing. ISR (Nov 2025) confirms all 20 claims novel and inventive across 8 concepts.
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Paying tier-1 customers
Liebherr Aerospace and SMARTT / Nova-Tech POs received. Losch Airport Service collaboration agreement signed.
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EnterpriseSG grant
SGD 400K grant approved. Permanent R&D HQ in Ang Mo Kio: 60 sqm lab with full A320 cargo-hold mockup.
05 · Contact
Got a problem nobody else will touch?
That’s exactly the kind we want to hear about. Tell us what you’re trying to automate.