An AI fabric inspection unit that attaches to the line you already run. No equipment change - it catches defects before shipment and keeps an inspection record for every roll.
What It Does
The unit photographs the whole roll, the AI finds where defects are and what kind they are, and a report is kept for every roll to prove shipped quality. All three happen in one unit.
It photographs the full width and full length of the fabric, including small defects the eye easily misses. Because it shoots under the same lighting inside a light-blocking box, results stay steady even when factory lighting changes.
At the same speed the fabric moves, it finds where each defect is and what kind it is. It uses normal fabric as the reference, so there's no need to collect defect photos beforehand.
For every roll, the inspection time, original photos, and defect positions are saved automatically. The 4-Point score buyers use is calculated automatically, so when a claim comes you're talking on the same terms.
Specifications
Standard configuration. Details that depend on fabric width and line layout are confirmed after we see your site.
How It Detects
Ordinary AI inspection systems can only start after thousands of defect photos are collected and marked one by one, and they must be taught again whenever a new defect appears. Our unit uses normal fabric as the reference and looks for anything that departs from it, so it catches defects it has never seen. Your staff simply name new defects on the screen.
A few photos of normal fabric are enough. There is no preparation work collecting and marking defect photos.
When the product changes, only the criteria are adjusted. Stopping the line to re-teach the system is rarely needed.
It doesn't replace your inspector - it records why they judged the way they did. Their corrections are reflected in the next inspection.
These are common examples for each process. How far it actually detects is confirmed after checking with your fabric on site.
What You Get
From installation to records, it all happens on one line. Your plant receives three things.
See inspection status right beside the line. When a defect appears, its position and type show up on the spot.
For every roll: a defect position map, type, size, and 4-Point score. Not a sample - a record of the whole roll.
Inspection time and original photos are saved automatically. You can prove "it wasn't there at shipment" and pull it out whenever needed.
The 4-Point System is the standard buyers and factories use most in the apparel industry to grade fabric (ASTM D5430). Until now, buyers have used it to judge factories. AutoCertificate lets the factory use it first: before shipment, each roll is scored and sent to the buyer as a standard-format quality certificate.
Inspect the whole roll
Calculate 4-Point score automatically
Create the standard certificate
Submit to buyer · original evidence in a dispute
Getting Started
We don't stop or replace the line you're running. The time and terms for each step are confirmed after we see your site.
We check the line layout, fabric types, and how you inspect today. Half a day is enough.
We install the cameras and lighting and set the criteria for each fabric.
Normal and defect data accumulate, with your inspector's feedback included.
Per-roll reports and certificates go into regular use, ready for claim defense.
AutoVision is an AI inspection unit for roll materials such as fabric, paper, and film. Deployment terms and specifications are confirmed for your line after we see your site.
No. The camera, lighting, and reading unit attach to the inspection machine or line exit you already use. No equipment change or modification, no line stoppage - a short installation and it's running.
No. It starts with normal fabric samples only. There is no preparation work collecting and marking thousands of defect photos, and defects it has never seen are caught as anything different from normal. Your staff name new defects right on the screen.
Knitted, woven, and dyed fabrics, both solid and patterned. We are also expanding to other roll materials such as paper and film. How far it actually detects is confirmed after checking with your fabric on site.
As a floor screen beside the line, a per-roll inspection report (defect position map, type, size, 4-Point score), and claim-defense records with inspection time and original photos attached. It can also be issued as a standard certificate for your buyer.
They depend on line layout, fabric width, and inspection conditions, so we propose them in writing after seeing your site. The first step, the site survey, takes half a day and is free. There are two options: purchase the unit, or pay a monthly fee with no upfront cost (HaaS).
With the Defect Loss Calculator, enter your monthly claim count and average loss per claim to see annual losses and the amount you could prevent right away. Leave the 5-minute pre-assessment survey and we'll bring an analysis based on your numbers to the first meeting.
In a half-day site survey we look at your line layout, fabric types, and how you inspect today, then propose a written validation plan based on your fabric.
