Keep the customers
who matter.
Churn, top-ups, plans, devices, customer value and the quality of acquisition. Understand who is leaving, who is ready for an upgrade and which campaigns bring the subscribers worth keeping.

A subscriber’s value unfolds over months. Acquisition volume can hide low-value cohorts, and a generic retention offer can reach customers who were never leaving.
- Churn and top-ups
- Plans and devices
- Customer value and acquisition quality
- Regions and cross-sell
Questions you can ask
- What is driving churn among high-value customers?
- Who is a relevant audience for a plan upgrade?
- Which acquisition campaigns bring higher-value subscribers?
- Which customers respond to device versus plan offers?
Data that becomes useful
- Subscription and plan
- Top-ups and permitted usage
- Commercial history
- Campaigns and response
Churn or propensity scores are used only where a model has been built and validated for the operator.
Define an audience of eligible customers who have not upgraded.
AuraI will use the eligibility rules and exclude recent upgrades and customers who cannot receive this communication. Review the criteria before preparing the audience.
Output Inclusion and exclusion logic
What the agents can do
01 / UnderstandNexusInvestigate patterns behind churn, top-ups and upgrades.
02 / DefineAuraDefine retention or upgrade audiences with eligibility and exclusions.
03 / CreatePrismWrite messages for each need: device, plan or coverage.
04 / ActivateRadianPrepare the contact plan and its review.
- 05 / LearnShared system
Measure permanence, top-ups and conversion.
↺ Returns to Understand
How learning closes the loop
Retention is read over time, against a comparable group. The result updates who is considered at risk and which offer each need receives.
What is measured- Permanence
- Top-ups
- Upgrade conversion
- Acquisition value by campaign
+40% ROAS in a 90-day deployment
Telecom client in Mexico. Measured with a geo-holdout against control over 90 days, validated with the team that ran it. A result of one project, not a typical outcome.
Synthetic 30-day cohort.
Start with the customers you want to keep.
Explore where interest stops becoming action.