Quality Inspection
Automation
Coordinate humanoids and vision systems for visual inspection, dimensional measurement, and defect detection across production lines. AI-powered classification with full compliance audit trail.
Inspection pipeline
Miradoris orchestrates the full inspection workflow from part arrival through classification and logging. Humanoids handle part positioning, cameras capture multi-angle images, AI models classify results, and the platform logs everything for compliance.
Unlike fixed AOI systems, humanoid-based inspection adapts to new parts without physical retooling. Change the inspection program and the humanoid adjusts its positioning strategy automatically.
System integration
Vision Systems
GigE Vision / GenICamCamera feeds and image processing integration for multi-angle visual inspection with AI-powered defect detection.
Measurement Devices
DMIS / RESTCoordinate measuring machines, laser scanners, and dimensional gauges for tolerance verification.
Humanoid Positioning
ROS 2 / RESTPrecise part manipulation and positioning commands for optimal inspection angles and measurement access points.
Data Pipeline
MQTT / RESTInspection results streamed to MES, ERP, and reporting systems for quality tracking and compliance.
Inspection capabilities
Multi-angle visual inspection
Humanoids position parts for optimal camera angles. AI models analyze images for surface defects, cosmetic issues, and assembly errors.
Dimensional tolerance verification
Automated measurement against CAD specifications. Out-of-tolerance dimensions are flagged with deviation magnitude and direction.
Surface defect classification
AI classifies defects by type, severity, and probable cause. Models improve over time as they process more inspection data.
Statistical process control
Track quality metrics over time to identify trends, predict failures, and trigger preventive actions before defect rates increase.
Automated reject routing
Failed parts are automatically routed to rework stations or rejection bins. Routing rules are configurable by defect type and severity.
Inspection report generation
Comprehensive reports with images, measurements, classification results, and trend data. Exportable for compliance documentation.
Approach analysis
Manual Human Inspection
Fixed Automation (AOI)
Miradoris
RecommendedFrequently asked questions
Can Miradoris integrate with existing vision systems?
Yes. The platform supports standard industrial vision protocols including GigE Vision and GenICam. Existing camera hardware can be integrated without replacement. AI classification models run on the Miradoris platform and process feeds from connected cameras.
How does AI defect classification work?
Inspection images are processed by trained classification models that identify defect types, locations, and severity. Models are trained on your specific product data and improve continuously as more inspection results are collected and validated.
What inspection accuracy can be achieved?
Accuracy depends on the defect type, camera resolution, and training data quality. Typical deployments achieve classification accuracy above 95% for trained defect categories. Human-in-the-loop review is available for borderline cases.
Can inspection criteria change without reprogramming?
Yes. Inspection criteria are defined as configuration, not code. New tolerance ranges, defect categories, and classification rules can be updated through the platform interface. AI models can be retrained on new product data without downtime.
How are inspection results reported?
Results are available in real-time dashboards, scheduled reports, and on-demand exports. Reports include images, measurements, classification results, and SPC charts. Data is exportable as PDF, CSV, or through API endpoints.
Does the system support regulatory compliance?
Yes. Every inspection event is logged with full context including part identity, inspector (human or robot), measurements, classification results, and timestamps. This audit trail supports ISO 9001, IATF 16949, and other quality management standards.
Be among the first
We are looking for partners willing to test Miradoris in real operational environments. Early adopters get priority access to the platform at significantly reduced rates.
We'll review your request and follow up. No unsolicited contact.