AI Engine
QuickAI
QuickAI is the ML operations platform powering all AI features in QuickWMS. Manage model training, fine-tuning, deployment, and monitoring with a purpose-built pipeline for liquidation domain models.
Features
Model training pipeline with GPU scheduling
Fine-tuning workflows for category-specific models
Model deployment with canary and blue-green strategies
A/B testing framework for model comparison
Training data management and labeling tools
Model performance monitoring and drift detection
Automated retraining triggers based on accuracy thresholds
Model versioning with rollback capability
GPU resource management and cost tracking
How It Works
1
Collect Data
Labeled training data from grader feedback flows into the training pipeline.
2
Train & Tune
Models are trained and fine-tuned per category with automated hyperparameter optimization.
3
Deploy & Monitor
New models are deployed with canary testing and continuous performance monitoring.
Integration Points
QuickAI connects with these modules to form a seamless workflow.
QuickVisionzQuickProcessingQuickMonitoringGPU Infrastructure
Other Modules in Vision AI
See QuickAI in Action
Get a personalized walkthrough of QuickAI and the full Vision AI pipeline.