A tool reads your pipeline and applies a method. If two reps stage the same deal differently, the method runs on noise.
Kaypo scores each open deal on what the buyer is doing, so the roll up has something underneath it other than rep confidence.
Within five to ten percent at the quarter is reasonable for a mid market B2B motion with clean stages. Below that usually points at definitions.
Under about fifty deals a quarter, usually not. Conversion history by stage and agreed exit criteria get most of the way there.
Most often stages that mean different things, close dates nobody maintains, and no conversion history to weight against.
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