customer-scoring

Quarterly business reviews and account planning by scoring customer health across usage, engagement, support, and relationship dimensions.

Scoring customer health and churn risk deterministically using weighted multi-dimension models without external ML.

SaaS companies with recurring revenue and predictable churn patterns, where early intervention on at-risk segments preserves more revenue than win-back campaigns after churn.

CS and Account teams managing a cohort of accounts where some are showing clear risk signals and you need systematic interventions, not panic.

When targeting at-risk customer segments with proactive retention campaigns.