Product Integration & Feedback Loop

[YounesBensafia]

Files to create and modify

Create:

• docs/integration.md: Document how to integrate models into real applications
• docs/user_experience.md: Summarize UX considerations for AI-powered systems
• docs/business_metrics.md: Identify evaluation metrics relevant to business impact
• docs/human_in_loop.md: Document human-in-the-loop feedback design
• docs/retraining_triggers.md: Define triggers for model retraining
• docs/post_production_monitoring.md: Summarize post-production monitoring strategies

Acceptance Criteria

• Integration strategies for real applications are documented
• User experience considerations for AI systems are described
• Business-relevant evaluation metrics are defined
• Human-in-the-loop feedback mechanisms are documented
• Model retraining triggers are identified and explained
• Post-production monitoring strategies are clearly outlined