Integration Guidelines

For Application Teams

Implementation Steps:

1. Enable correction APIs in your application configuration

2. Set quality thresholds appropriate for your use case

3. Implement feedback collection for user-reported issues

4. Monitor correction impact on user experience metrics

Best Practices:

• Graceful correction handling maintaining conversation flow

• User transparency about correction processes when appropriate

• Performance monitoring for correction-related latency

• Fallback strategies for correction system unavailability

For Platform Teams

Infrastructure Management:

1. Deploy correction services across all Service Fabric environments

2. Configure monitoring for correction system health

3. Establish SLAs for correction response times

4. Implement scaling policies for correction infrastructure

Operational Considerations:

• Resource allocation for correction processing workloads

• Data pipeline management for correction training and evaluation

• Security protocols for correction system access

• Disaster recovery for correction service failures