The challenge this solves: Customer data is fragmented; teams use inconsistent KPIs, limiting personalisation and retention improvements.
· Telcos (churn/LTV)
· Digital service providers
· Retail/e‑commerce
· Financial services
· Improved retention via cohorts and segmentation
· Better ROI attribution and measurement standards
· Next‑best actions tied to operations
· Retention/churn
· LTV uplift
· Conversion
· Channel ROI visibility
LINKS → Services: SVC-01: Data & Analytics/SVC-04: Digital Commerce | Research Scenario: RS-06: Customer 360 for Telcos: From Churn Prediction to Next‑Best Actions