Robotic handling removes the human compensation layer that has quietly propped up sloppy pallet specifications for decades. Autonomous mobile robots need consistent bottom-deck geometry and predictable height; robotic palletisers need a flat, gap-controlled top deck; vision systems need consistent contrast and edges. None of these are cosmetic requirements, and none of them correlate with pallet grade.
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Every experienced forklift operator continuously corrects for imperfect pallets. They feel a tine catch and back out. They notice a deck board flexing and take it slower. They see a stringer that looks wrong and put the unit aside. None of this is written down, most of it is not conscious, and all of it disappears the moment the handling is automated.
This is why automation projects so often surface pallet problems that were always there. The pallets did not get worse. The system stopped hiding them.
Lift from beneath, so bottom-deck geometry is everything: consistent board placement, full chamfers, no missing boards, no protruding fasteners on the underside. Ground clearance must be predictable to a quarter inch.
Need consistent fork opening height and width. Notch geometry variance between repaired units is the usual failure, which is why block construction is frequently specified.
Place cases onto the top deck. Small-footprint cases can drop into a 3.5-inch deck gap. Tight-laid or gap-controlled decks solve it; a slip sheet on top also works.
Need the top layer to sit flat. A cupped or twisted deck board defeats a vacuum gripper on the bottom layer.
Look for edges and contrast. A deck of heavily mixed light and dark boards can confuse edge detection. Uniform colour here is genuinely functional, not cosmetic.
Index on height and engage the bottom deck. Height sorting matters more than any other single parameter.
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Height sorted with a gauge, not by eye. Footprint held to a quarter inch. Zero shiners on both faces. Nothing in here is about how the pallet looks.