Night windows and honest photography for shelf QA

QA rubrics built from noon photos age poorly. Colours shift, shadows hide dust lines, and promo wobblers look crisp in a way they never do under night fluorescents. We write photography windows into every QA pack—time of day, camera height, and distance—so audits compare apples to apples. Honest photography also calms franchise relationships. When HQ shows night-accurate references, field teams argue less about “unfair standards.” The rubric still holds them accountable, but it no longer feels like a trap. We cannot photograph every store, so we publish a “minimum acceptable variance” paragraph. That section names what flex is allowed—slight angling, minor promo substitutions—and what is not. Limits are part of respect; without them, QA becomes theatre.