In an interview with Animation World Network, director John Kahrs revealed that Paperman first materialized when he was working as an animator at Blue Sky Studios during the 1990s.
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While searching for a "way to merge 2D and 3D" animation, Kahrs discovered Meander, "a hybrid vector/raster-based drawing and animation system that gives artists an interactive way to craft the film".