About Health Score Ingredients
See how your organization’s KPI’s uniquely impact health scores
Health Score Ingredients shows you how involve.ai’s machine learning models weigh each type of customer data your organization provides. The weighting you see is unique to your organization, based entirely on which variables have historically most significantly correlated with churn.
In this example, the KPI most impactful to health for this particular customer is Product Usage.
Understand your customers’ data-driven segmentation
Health Score Ingredients also shows how our AI segments your customers. By analyzing all possible variables simultaneously to determine which customers cluster most closely together, these segments allow normalization, the ability to determine accurately whether each metric for a specific customer is low, medium, or high.
The use of multivariate data and correlation analysis to segment customers creates a much more highly accurate comparison than traditional segmentation, which relies on the use of arbitrary attributes or intuition.
How to use Health Score Ingredients
Purpose
Health Score Ingredients is to help you understand and trust the accuracy of involve.ai’s machine learning models. Unlike the involve.ai customer health score or KPI fields, your Health Score Ingredients will not regularly change or update, nor will it provide specific information for any individual account. It is meant to help you understand how our AI functions in the aggregate. We recommend reviewing the Health Score Ingredients as a team on a quarterly basis, or if you add a new set of data or integrations as doing so may impact the weights of each ingredient.
Access
To review Health Score Ingredients, click the HEALTH SCORE INGREDIENTS link at the top of your Customer Health Data dashboard.