Testing infrastructure across THCA vape device categories connects directly to output reliability and concentration data validity before new devices enter wholesale channels. Infrastructure variables are assessed independently for each production cycle rather than using a single framework across all categories. Infrastructure records provide evidence of consistent concentration data generation and confirmation across batches. Testing infrastructure …