Inside HMGICS: How Hyundai Runs an AI Smart Factory in Singapore

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Singapore AI Stories · Manufacturing

In Jurong Innovation District, a seven-storey building assembles electric cars without a single traditional conveyor belt. The Hyundai Motor Group Innovation Center Singapore (HMGICS) is where the first made-in-Singapore EV — the IONIQ 5 — rolls off cell-based production lines run by humans, AI, and more than 200 robots working together. It’s the most complete picture of AI-driven factory production in Singapore today.

A factory without conveyor belts

Instead of one long line, HMGICS uses flexible production cells: vehicles move between stations on autonomous robots, and each cell can be reconfigured in software. The facility can build up to 30,000 EVs a year — including the IONIQ 5, IONIQ 6, and Kia EV5 — and the whole plant is mirrored by a digital twin, so engineers simulate changes virtually before anything moves on the floor. According to Singapore EDB, the site has reached nearly 70% automation across logistics and manufacturing, with lead times and bottlenecks cut by more than half since the AI-orchestrated robotics ecosystem went live.

Where the AI actually sits

Three layers do the heavy lifting. Vision AI inspects vehicle quality automatically in dedicated inspection cells — including patrols by Spot, the Boston Dynamics quadruped, running AI-enabled defect detection on equipment. Orchestration AI coordinates a fleet of 60 5G-connected autonomous mobile robots across the assembly floor, a deployment supported by IMDA’s 5G Innovation Programme, which reports manual material handling cut by over 50% and zero safety incidents through the implementation. And optimisation AI plans production — the same demand-and-scheduling logic, at industrial scale, that AI demand forecasting gives an F&B kitchen.

Singapore as the world’s testbed

HMGICS was built deliberately small so ideas could be proven fast. It worked: Hyundai Motor Group has transferred around 60% of the innovations piloted in Singapore to its far larger Metaplant in Georgia, USA — meaning production concepts validated in Jurong now shape factories building half a million vehicles a year. That’s the national playbook in miniature: prove it in Singapore, export it globally.

People weren’t removed — they moved up

Roughly half of tasks are performed by robots, but the design keeps humans on supervision, judgement, and exceptions while machines absorb the repetitive, heavy, and hazardous work. It’s the same principle we describe in the AI-assisted shop ecosystem: automation carries the routine load; your team makes the calls that matter.

What smaller businesses can take from this

You don’t need 200 robots to copy the logic. HMGICS wins because it senses everything (data from every station), simulates before committing (digital twin), and automates the repetitive while keeping people on judgement. A shop-scale version is entirely buildable: camera analytics for footfall (done lawfully — see our PDPA camera guide), forecasting before ordering, and automation for the tasks nobody misses. Our step-by-step AI shop guide lays out that path layer by layer.

In this series: AI in Singapore hospitals · AI at Tuas mega port · FairPrice’s AI supermarkets.

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