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A Physical AI deployment company

Physical AI,
Deployed. Give AI vision a physical action to take.

Eighteen years of factory automation engineering × edge AI. PrefactorTech puts AI judgement directly into the equipment on your line — not a pilot in a slide deck, but a system running on the floor.

QCS6490 · 12 TOPS · EDGE
3,000+Virtual factory layouts
400+Automation systems built
50+AMR projects
200+AI models in production
About Prefactor

Eighteen years, three chapters

We started in automation system integration. Every capability we accumulated now feeds one mission: putting AI on the factory floor.

2008 —

Digital Twin

NVIDIA Connect ISV Partner. More than 3,000 virtual factory layouts — planned and validated in simulation before a single machine moves.

2009 —

Automation system integration

Turnkey robotic work cells, industrial robots, AMR fleets and machine-tending systems, delivered across seven major sectors of Taiwanese manufacturing.

2023 —

Physical AI

Edge tools that let the people on the line train AI themselves — wired straight to real equipment, so the AI can both see and act.

The Problem

Why 90% of factory AI deployments fail

It can see, but it can't act

The AI shows OK / NG on a screen, but there is no physical I/O to stop the machine, reject the bad part or raise the alarm.

It can't be changed

Any small change to the line means weeks of expensive PLC rewriting by the system integrator.

It can't be afforded

It needs dedicated Python / YOLO engineers — who manufacturers can neither find nor keep.

OUR CONVICTION For AI to succeed it has to be trained on site — by the people who know the product best.
StandardQualcomm QCS5430 · 3.5 TOPS
Advantech iCAM300Qualcomm QCS6490 · 12 TOPS
Flagship Hardware

AI Action Camera

Plug it in and your line has an AI brain.
No Python · no PLC programming · no AI background required.

  • Line staff train the models themselves — first model live within 10 minutes of unboxing
  • Models run on the camera itself — edge computing, no cloud dependency
  • Physical I/O drives relays, warning lights, cylinders, PLCs and robots directly
  • Zero changes to your existing PLC programs and line architecture
AI quality inspection Assembly verification Object detection and sorting Poka-yoke
AIQC Software

No-code AI, in three steps

Your line operators go from raw image to automated physical action — no Python, no YOLO, no AI experience required.

STEP 1

Shoot

Capture high-quality line images straight from the camera, ready to use as you shoot.

STEP 2

Label and train

Label by hand or with AI assistance, train on the device, zero code throughout.

STEP 3

Set the logic, output the action

Map the visual decision straight to a physical output: sort, reject, stop the line, raise an alarm.

10 minFROM UNBOXING TO TRAINING

The complete end-to-end loop — image → training → decision → action — owned and iterated by the customer's own line staff, so the AI capability stays inside the plant.

Proven on Real Factory Floors

Proven on real factory floors

Defect detection OK 0.94

Scratches, cracks, contamination and slight deformation on machined and moulded parts.

Assembly verification OK 0.91

Missing parts, misalignment, reversed assembly, plus cable and screw checks.

Intelligent sorting OK 0.96

Grade and material classification, driving the reject / diversion action directly.

Behavioural poka-yoke OK 0.89

Monitor each work step in real time and catch missed or incorrect operations on the spot.

DEPLOYED WITH Speed TechMacronixChroma ATEUSIMIRDCPMCTaipei Blood CenterOtsuka PharmaceuticalPanasonic TaiwanFoxconnMirleJia Shih LuHaoshi Group
One Physical AI

Physical AI, virtual and physical as one

Our own product puts AI judgement into the equipment; the digital twin we distribute works out the answer in the virtual world first; smart manufacturing projects turn all of it into a running line — three lines of business, one closed loop.

PrefactorTech is an AI technology service provider certified by Taiwan's Ministry of Digital Affairs, and a certified automation engineering service provider under the Industrial Development Administration, MOEA. Combining shop-floor practice with systems integration, we deliver automation, digital twin and AI integration solutions — using AI vision, edge computing and LLM technology to raise our customers' productivity and quality, and make smart manufacturing real.

Don't buy a vision tool.
Build your own AI capability.

PrefactorTech starts your first line — then hands the AI capability over to your own people.

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