Track LLM Accuracy in Production
Don't wait for users to report problems. Monitor extraction accuracy in real-time and detect regressions before they impact your business.
How Monitoring Works
A simple 5-step pipeline from data ingestion to continuous improvement
Ingest
Send production data via API with extracted values from your AI agent.
Label
Review and label ground truth values through the intuitive UI.
Copy
Copy labeled data to experiment folders as evaluation datasets.
Experiment
Run statistical experiments with production data to validate prompt changes.
Improve
Deploy optimized prompts and continue monitoring for regressions.
Why Monitor LLM Accuracy?
Regression Detection
Detect accuracy drops early—before model updates or data drift causes production failures.
Real-World Accuracy
Measure accuracy on actual production data, not just test datasets.
Feedback Loop
Feed production data back into experiments to continuously improve prompts.
Team Visibility
Give your entire team visibility into LLM performance with dashboards and accuracy trends.
Simple API Integration
Start sending data in minutes with a simple REST API
curl -X POST https://api.promptproof.com/api/monitoring/ingest \
-H "Authorization: Bearer YOUR_TOKEN" \
-F "file=@invoice.pdf" \
-F 'extracted_values=[{"key":"total","value":"$1,234"}]' \
-F "source=invoice-processor-v2"Ready to Improve Your LLM Prompts?
Start testing with statistical rigor today
Enterprise SSO • Data Isolation • Cloud-Native