How would you use data and insights to anticipate and prevent customer churn at Compass?

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Anonymous · Accepted Answer

* Behavioral & Usage Monitoring: Track usage frequency, depth of adoption, and
   declining activity (e.g., fewer invoices processed or POs created), which
   often precede churn.

* Support & Sentiment Analysis: Identify "at-risk" customers by analyzing
   high-frequency, complex, or negative support tickets.

* Customer Health Scorecards: Implement Gainsight-style health scores
   [https://www.google.com/search?q=Gainsight-style+health+scores&rlz=1C1ONGR_enIN931IN931&oq=How+would+you+use+data+and+insights+to+anticipate+and+prevent+customer+churn+at+Coupa+Software%3F&gs_lcrp=EgZjaHJvbWUyBggAEEUYOTIGCAEQRRg80gEIODkwajBqMTWoAgmwAgHxBdI-ijUa3LgQ&sourceid=chrome&ie=UTF-8&mstk=AUtExfB7koJPb_Ya3YcD78Il8_7q1C_ePVadV9WKRIc1QWQelM-bdycHzE8vPZXQNTuUEwd4v_x8fEBk6AZSsrq7aFTT6T5JV7gFsOZ9jTAzGVwx3wyYN_hOElUVhbMZfKapMkR0UE0IRaMfrqTviPZ-vu8P-lp90cc3WoCyCu3vTD50jKoOYM6NTOThenx_6SB_H1FIf3fAxM1rljiwa_5vBMt6iP0Tg0JAEg8UE_JRwUHOxwh36R6fb0kCaWv1UARg2vG-sH37WktNuT5IyEnuN8pAvnpdY0mON05ZMaLt3gXE-OSRQm7zZlFUFENlKx0jbsUcIsACXtf_dHR4HiGGOUCPvPcrcbKe7SMi4kFE5jL_Jj7etqorO9ZfJPg26lFiGigwLN9R-u7us8jAdeLryw&csui=3&ved=2ahUKEwjl_PLzxPqSAxUR5skDHbojIMIQgK4QegQIAxAD]
   that aggregate product usage, sentiment, and contractual data to flag
   customers needing immediate attention.

* Proactive Engagement & Automation: Use data-driven triggers to launch
   automated, personalized outreach for underutilized features. For example, if
   a client isn't using a key procurement module, trigger a tailored success
   training plan.

* Renewal & Financial Data: Analyze contract renewal dates and usage trends
   early to identify potential downgrades or cancellations.

* Actionable Insights for CSMs: Equip Customer Success Managers with predictive
   dashboards that highlight which accounts are at high, medium, or low risk,
   allowing them to focus on high-value, high-risk clients.

How would you use data and insights to anticipate and prevent customer churn at Compass?

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