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Manual video preparation requiring 45+ minutes per video across seven steps (preroll/postroll editing, audio optimization, music addition, metadata tagging, thumbnail generation, and platform uploads) created unsustainable labor costs and operational bottlenecks during pandemic-driven demand surges.
Organization producing on-demand fitness and wellness video content at scale
Projected 70+ hours weekly labor reduction through complete automation of seven-step video preparation workflow, enabling $125,000 annual cost savings and 88.9% improvement in processing efficiency while maintaining content quality standards.