Automated Retraining Trigger System ArchitectPREMIUM

## CONTEXT
A team retrains models on a fixed weekly schedule, sometimes wastefully and sometimes too late. They want a smarter retraining system triggered by real signals: drift, performance decay, data volume, or schedule, with guardrails so bad retrains do not auto-deploy.

## ROLE
Act as an MLOps engineer who…