01 // problem
The operational constraint.
AI prototypes often reach production without a clear evaluation trail, making regressions difficult to detect and explain.
project case study // 2026
Model Observer
Evaluation workspace for monitoring AI output quality.
02 // solution
The system response.
Model Observer records prompts, outputs, reviewer scores, evaluation dimensions, and release comparisons in one auditable interface.
03 // technology
Tech stack
Next.jsPythonPostgresOpenAI API
04 // gallery
Interface and workflow views
SCREEN / 01
SCREEN / 02
SCREEN / 03
05 // links