AI Inspector™
The Intelligence Behind LIVIS
A core module within the Lincode LIVIS Platform that combines proprietary AI models, curated training datasets, and pre-configured business logic for deployment in specific inspection tasks.
The AI Inspector™ module is the engine that transforms raw inspection data into actionable quality decisions. Purpose-built for manufacturers, it eliminates guesswork and delivers consistent, explainable results.
What Is the AI Inspector™?
The module is the proprietary intelligence layer within the LIVIS Platform. It combines Lincode's pre-trained AI models, specialized training datasets, and configured business logic into a deployable solution for specific inspection tasks. Think of it as the "brain" that learns, adapts, and executes quality inspections with precision.
Proprietary AI Models
Pre-trained on real-world manufacturing components for instant capability.
Curated Training Datasets
High-quality, annotated data that accelerates model accuracy.
Configured Business Logic
Pre-built rules and workflows tailored to specific inspection use cases.
LIVIS Platform Features with AI Inspector™
After configuration and deployment, AI Inspector™ unlocks advanced capabilities to streamline and enhance inspection workflows.
Explainable AI (Human-in-the-Loop)
Every prediction comes with detailed reasoning. The Explainable AI panel shows why a defect was flagged, building transparency and confidence. Users can provide feedback to continuously improve model performance.
Inspection Analytics Dashboard
A fully enhanced dashboard with advanced filters and tabbed sections: Overview, Inspection Analysis, Defect Analysis, Station Analysis, Batch Analysis, and Custom Viewer. Turn inspection data into actionable insights.
Synthetic Data Generator
Generate new training samples by selecting regions of interest, specifying image counts, and defining maximum defects per region. Boost dataset diversity and improve model robustness without collecting thousands of physical defect samples.
Model Training Workflow
An enhanced workflow that lets you quickly build, refine, and deploy inspection models with improved data handling and feedback loops. Accelerate development cycles and increase accuracy.
Anomaly & Classification Pipelines
Streamlined pipelines that automate detection and flagging of irregularities. Ensures consistent classification results across all supported use cases with improved accuracy and reduced processing time.
Work Station Management
Centrally configure, monitor, and control inspection stations from a single interface. Ensure consistency across lines and simplify scaling across plants.
Built for the Factory Floor
Deployment Flexibility
- On-premise or edge deployment
- Runs on standard industrial hardware
- Minimal network dependency
Integration Ready
- APIs for PLCs, MES, and QMS systems
- Supports common industrial protocols
- Works with existing camera and sensor infrastructure
"The AI Inspector™ module is designed to integrate into your existing operations without disrupting production. Deploy in days, not months."
What AI Inspector™ Delivers
Reduce Escapes
Catch subtle and variable defects that traditional systems miss. Reduce quality escapes reaching customers.
Lower False Rejects
Minimize unnecessary rework and scrap. Improve first-pass yield and line efficiency.
Simplify Training
Deploy faster with pre-trained models. Refine with minimal defect samples.
Purpose-Built for Manufacturing Quality
Built on Manufacturing Data
Models trained on real-world manufacturing components, not generic datasets.
Explainable by Design
Every decision comes with reasoning you can understand and act on.
Deployed for Speed
Get to production in days, not months, with pre-configured modules for common use cases.