What are standard speed expectations for multi-stage triage vs single-pass culling?
In single-pass culling, operators attempt to evaluate exposure, critical focus, compositional hierarchy, and storytelling nuance simultaneously. This produces severe cognitive friction, typically capping culling velocity at 300 to 500 images per hour while yielding high fatigue and variable quality.
Under our structured three-tier pass framework (Triage > Comparison > Master Selects), Pass 1 isolates rapid mechanical rejections at speeds exceeding 1,800 to 2,400 raw frames per hour using embedded preview caches. Detailed cross-comparison is deferred exclusively to the refined subset, reducing overall session processing time by 42% on average.