AI Quality Inspection

Human → AI

AI detects defects from product images and classifies severity; QA inspector decides.

5 nodes · 5 edgesmanufacturing

agenthumansystem

Visual

Capture Product Imagessystem

Automated camera captures images from production line.

↓sequential→ AI Defect Detection

AI Defect Detectionagent

Analyze images for surface defects, dimensional errors, and anomalies.

↓sequential→ Severity Classification

Severity Classificationsystem

Categorize defects as critical, major, or minor based on tolerances.

↓conditional→ QA Inspector Review

↓conditional→ Record Disposition

QA Inspector Reviewhuman

Inspector verifies AI findings, checks borderline cases under magnification.

↓sequential→ Record Disposition

Record Dispositiondb

Log accept, rework, or scrap decision in quality management system.

Open in Editor

uc-quality-inspection.osop.yaml

osop_version: "1.0"
id: "ai-quality-inspection"
name: "AI Quality Inspection"
description: "AI detects defects from product images and classifies severity; QA inspector decides."

nodes:
  - id: "capture_images"
    type: "system"
    name: "Capture Product Images"
    description: "Automated camera captures images from production line."

  - id: "defect_detect"
    type: "agent"
    subtype: "llm"
    name: "AI Defect Detection"
    description: "Analyze images for surface defects, dimensional errors, and anomalies."
    security:
      risk_level: "medium"

  - id: "severity_classify"
    type: "system"
    name: "Severity Classification"
    description: "Categorize defects as critical, major, or minor based on tolerances."

  - id: "inspector_review"
    type: "human"
    subtype: "review"
    name: "QA Inspector Review"
    description: "Inspector verifies AI findings, checks borderline cases under magnification."
    security:
      approval_gate: true

  - id: "disposition"
    type: "db"
    subtype: "query"
    name: "Record Disposition"
    description: "Log accept, rework, or scrap decision in quality management system."

edges:
  - from: "capture_images"
    to: "defect_detect"
    mode: "sequential"
  - from: "defect_detect"
    to: "severity_classify"
    mode: "sequential"
  - from: "severity_classify"
    to: "inspector_review"
    mode: "conditional"
    when: "defects.count > 0"
  - from: "severity_classify"
    to: "disposition"
    mode: "conditional"
    when: "defects.count == 0"
    label: "Auto-accept if no defects"
  - from: "inspector_review"
    to: "disposition"
    mode: "sequential"

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AI Knowledge Extraction

Production Incident Response

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