Human-in-the-Loop AI Design
AutoEdge's unique approach combines the power of AI with human expertise, creating a continuous learning system that adapts to your specific operational needs.
AutoEdge's closed-loop approach gathers performance metrics from technicians and refines models until thresholds are met, ensuring alignment with production needs.
How It Works
A continuous cycle of deployment, feedback, and refinement ensures optimal performance
Deploy Initial Model
AI models are deployed with baseline parameters based on historical data and domain expertise.
Operator Feedback
Technicians provide real-time feedback on model predictions and anomaly detections.
Automated Refinement
Models automatically adjust thresholds and parameters based on validated feedback.
Continuous Improvement
The cycle repeats, continuously improving accuracy and reducing false positives.
Proven Results
90% Reduction in False Alarms
Continuous feedback loop dramatically reduces alert fatigue
3x Faster Model Tuning
Automated refinement vs manual parameter adjustment
95% Operator Satisfaction
Technicians trust AI that learns from their expertise
Seamless Integration with Your Workflow
For Operators
- Simple thumbs up/down feedback interface
- Mobile-friendly feedback collection
- No disruption to existing workflows
For Engineers
- Full visibility into model adjustments
- Override controls when needed
- Detailed performance analytics
Experience AI That Learns from Your Team
See how Human-in-the-Loop AI can transform your operations with continuous improvement.