Marketing attribution in SaaS has a reputation for being complex, unreliable, and expensive. Over the last fifteen years, the industry has focused heavily on pipeline performance marketing. Many teams have over-indexed on dashboards and reporting infrastructure designed to defend spend decisions. The result is countless hours spent debating whether first touch or last touch is the correct model in