Once you are satisfied with the validation results, you can deploy your model to production.Documentation Index
Fetch the complete documentation index at: https://docs.trymaitai.com/llms.txt
Use this file to discover all available pages before exploring further.
Deployment Workflow
- Deploy Weights: Make the new model available via a dedicated endpoint.
- Studio Testing: Perform a final verification in Maitai Studio to ensure the model captures the desired nuances in a live sandbox environment.
- A/B Test: Use Maitai’s routing rules to gradually introduce the new model to production traffic.
- Full Promotion: If the new model performs better in production, promote it to 100% of traffic.
Next
- Monitor real traffic and fault rate: Intent Groups
- Prevent regressions with a golden suite: Regression Monitoring