Production Sample Review Agent

Production samples that drift from the approved design can slip through if review is rushed or measured differently. When samples arrive, this agent organizes the review against the approved design: color against master sample values, gloss, texture, part gaps and flushness, logo placement and assembly fit. It reads the supplier's measurement report, compares it with the designer's own measurements and photos, and lists deviations. Each deviation is rated against agreed tolerances. Before judging color, it confirms the measurement used the agreed light. It drafts feedback to the supplier with photos and required fixes. When revised samples come, it checks again. The designer signs off the golden sample. Edge case: color measured under different lighting is re-measured before any judgment.