财务领导者：需要质疑的四个营销KPI以及应该衡量的替代指标 [THR3243].pdf

1、FlexPayOracle AI World 2025Alexander HuzarFinance Leaders:Four Marketing KPIs to Challenge and What to Measure Instead THR3243In my view,architecting flows and creating automations is essential to laying the groundwork for usable quality data that KPIs can be based upon.Even the most advanced AI can

2、not overcome the limitations of poor or incomplete data.Ultimately,every KPI must tie back to what matters most:revenue growth and sustainable cash flow.The metrics you use to define KPIs ultimately arent worth much unless you can be very clear about how they can be attributed to revenue generation

3、or client retention.Fully utilize Existing ToolsBefore you buy something new and shiny,make sure youre fully utilizing what you have now.A good house is built on a solid foundation,not sand or mud.When add-ons or AI implementations underperform,its often less about the technology and more about how

4、its deployed and integrated.Tools are not sentientthey execute what theyre designed and instructed to do.The value comes from thoughtful design,configuration,and adoption.Ai is great and you should use it where you can,but its not a replacement-its a force multiplier.Consolidate and streamline your

5、stack to avoid redundancy,which dilutes value and complicates KPI measurement.For example,in a previous company they had every marketing automation tool youve ever heard of.The red one the purple one,the blue one,the orange one,and a couple minor supporting ones.Rapid acquisitions lead to this state

6、 and its just not possible to aggregate KPIs across multiple tools.Its also impossible to fully utilize overlapping platforms.One KPI to rule them all:“percentage of platform utilization”.Summary of Key PointsData Foundation First:KPIs are