Vision AI that learns your fabric standards
From a single uploaded image to a fully-instrumented production floor — detection, dashboards, an AI analyst and a model that sharpens every time your QC team reviews a result.
Six pillars, one workflow
AI defect detection
A YOLOv8 vision model scans every image in under two seconds, returning precise bounding boxes, defect class and a confidence score across 9 live classes — with a 10th in active training.
Live dashboard
Real-time defect trends, distribution donuts and pass-rate KPIs — plus the full industry QC gallery: four-point grade, SPC control charts, Pareto, quality index and supplier scorecards.
AI Analyst
A Claude-powered analyst filtered to each production line. It reads every inspection — not a sample — spots patterns and explains root causes in plain language, with chat history that persists.
Continuous learning
Every result ships with “did we get this right?”. One tap confirms; a correction lets your team draw the right box. Each correction is auto-exported as training data and queued for the next retrain.
Production lines
Create a line per machine or floor. Each has its own analytics, batch history, gallery, inspections log and AI analyst — so you can benchmark lines against each other.
Alerts
Threshold rules on any metric — defects per image, pass rate, a specific defect class. Get notified via email, Slack or in-app the moment quality drifts, with per-rule cooldowns.
Three steps, seconds apart
Capture fabric with any camera or phone, let the model detect in under two seconds, and watch results flow into a live dashboard you can interrogate with the AI Analyst.
- Drag-and-drop single images or batch hundreds at once
- YOLOv8 returns boxes, class and confidence per defect
- Results stream to dashboards, scorecards and alerts in real time
Capture
Any camera, drag-and-drop, or batch upload.
Detect
YOLOv8 classifies and localises every defect.
Analyse
Dashboards, AI analyst, alerts, certificates.
See it on your fabric
Explore with sample data, or bring your own images and we’ll show you what Seam catches.