FABRIC & GARMENT INSPECTION · STITCH · COLOR · PRINT QC

Fabric & Garment
Inspection AI for Apparel Quality

Intelgic deploys an inspection AI system for fabric and garment production that sees stitching defects, color inconsistency, design and print defects, label mistakes, and logo misplacement before defective items reach packing or dispatch.

Built for textile mills, garment lines, and apparel finishing stations, the system compares each product against a golden reference and highlights exact mismatch zones for operators in real time.

LIVE · FABRIC / GARMENT LINE
INTELGIC AI SHADE · STITCH · LOGO
Fabric and textile inspection
Fabric
Weave, shade, and finish
Garment inspection
Garment
Stitching and seam quality
Color and logo inspection
Print
Logo, labels, and artwork
Shade
ΔE control
Stitch
Seam check
Logo
Placement
Status
LIVE
100%
Inline Garment Coverage
ColorΔE
Consistency Control
LogoQC
Placement & Orientation
Real
Time Verdicts
Trusted on the shop floor of
Gentex RxSight clariant 1800Accountant Aptive Save A Lot TCS Transportation Solid Dareesoft Petromin logo CostaRicaABC logo SunEdison logo Linde logo Cummins logo Sammons Industrial Mobile Maintenance Link X
001 · Why It Matters

Brand consistency for fabric and apparel

In apparel manufacturing, a single stitching mistake, color drift, misprinted logo, or label error can trigger rejects, rework, and a bad customer experience. Intelgic turns those checks into a repeatable AI inspection workflow.

Textile and garment inspection
Stitching

Catch seam breaks, skipped stitches, and uneven hems

Operators get instant feedback before the garment moves to finishing, packing, or dispatch.

Fabric shade inspection
Color

Hold shade, texture, and dye lots to the same standard

The system spots shade inconsistency and fabric variation against a master sample.

What the agent reads
  • Stitching defects, seam breaks, puckering, skipped stitches, and misalignment
  • Color inconsistency, shade mismatch, dye lot variation, and fading
  • Print defects, graphics drift, logo placement errors, and disorientation
  • Label placement, missing labels, care tag issues, and wrong size markings
Input
Golden fabric sample
Output
Pass / Reject
Evidence
Pixel markup
Trace
Digital QC report
002 · Capabilities

Engineered for textile quality control

The system inspects what the eye cares about most and what QC teams are usually forced to check manually.

Stitching Defect Detection

Find skipped stitches, broken seams, uneven thread tension, puckering, and panel misalignment.

Color Consistency Inspection

Compare shade, tone, and texture across panels, rolls, or lots against the master standard.

Design & Print Verification

Check logos, printed graphics, stripes, repeat patterns, and placement with pixel-level alignment.

Label & Tag Checking

Read care labels, sizing tags, brand labels, and barcode stickers to ensure the correct SKU leaves the line.

Logo Placement & Orientation

Catch logo shifting, upside-down prints, skew, and improper placement before packaging.

Real-Time Pass/Fail

Operators get immediate verdicts and image evidence so they can correct issues without slowing the line.

003 · Workflow

A QA flow that matches production speed

Each step is designed to produce evidence, not just a yes/no result.

STEP 01

Golden Sample Setup

Load reference fabric, approved garments, and artwork variations to train the standard.

STEP 02

Image Capture

Industrial cameras capture garments under controlled lighting to expose shades, seams, and print details clearly.

STEP 03

AI Analysis

The AI compares the live image with the approved reference and scores stitching, shade, and design conformance.

STEP 04

Alert and Record

Failures are marked with visuals, logged for traceability, and routed to operators or supervisors immediately.

Deploy on your line

Keep every garment aligned with the approved design.

Intelgic can tailor the lighting, templates, tolerances, and defect rules for your fabric, apparel, or printed textile process.

Talk to an Expert

Head Quarter

17352 Murphy Ave Suite 101
Irvine, CA 92614
Phone: (949) 317-2420

Branch Office

5ES7-H, 5Th Floor, East Tower, Mani Casadona, Plot no -IIF/04, Action Area -IIF, Newtown, Kolkata-700160

Certificate

intelgic ISO 27001 certification

Social links

©2026 Intelgic Inc. All Rights Reserved.