quality-report

Quality regression detection analyzes brand evaluation logs to surface statistically significant score drops against a baseline. It flags the severity and affected scoring dimensions to alert you to declining output quality across multi-week periods.

Generating a quality trend report aggregates evaluation time series across a chosen time window to show improving, stable, or declining composite scores. You select the period and optional content type to receive an executive-ready overview.

You can track content performance across specific scoring dimensions by filtering the evaluation time series. This isolates per-dimension score movement, showing exactly which areas of your brand standards are improving or regressing over the selected period.

The best way to turn evaluation scores into actionable recommendations is by analyzing best and worst examples alongside dimension patterns. This converts data into prioritized, concrete improvements aligned to your brand rubrics.

You need local brand files to run a quality trend analysis because the process requires loading active brand context. This context anchors the evaluation checks and ensures recommendations align with your specific brand standards.