Productivity effects from acoustic intervention are typically immediate — the irrelevant speech effect ceases when speech-level ambient is reduced below the intelligibility threshold, and this happens from the first moment a pod occupant begins using the enclosed space. Formal productivity measurement typically requires 30–90 days of baseline comparison data collection. Subjective reports of improved focus and reduced cognitive fatigue from pod users are typically visible within the first week of deployment.