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Customer Churn & Retention Signals

Keep your customers engaged and loyal by understanding the signals that matter. Mage unifies usage, support, and billing data to reveal early indicators of churn.

Retention is critical for recurring revenue businesses. Yet usage logs, support tickets, and billing records are often siloed. Teams may only realize churn risk after a customer cancels — too late to act.

Mage orchestrates usage, subscription, and support data into workflows that calculate churn risk signals, highlight friction points, and trigger timely retention interventions.

By turning fragmented insights into reliable dashboards, teams can act proactively — from personalized outreach to product adjustments — ensuring customers stay satisfied and engaged.

Pain point

SaaS companies often struggle to predict which customers are at risk of churn because engagement data, support tickets, and payment history live in separate systems.

Mage solution

By creating workflows that unify usage logs, support activity, and billing, Mage provides reliable churn prediction dashboards and alerting systems. Product and customer success teams can act proactively.

Key impacts

  • Early detection of churn risks

  • Prioritized retention actions

  • Trusted, auditable customer data for cross-team alignment

Why tech teams choose Mage

Unifies product, application, and business data

Connect telemetry, databases, billing systems, and analytics platforms.

Supports reliable data pipelines for production systems

Deliver current, dependable data to applications, dashboards, and services.

Improves observability and pipeline reliability

Detect failures and data quality issues before they impact users.

Enables reproducible transformations and workflows

Maintain version-controlled logic for consistent metrics and models.

Deploys flexibly across cloud and self-hosted environments

Run Mage within existing infrastructure and CI/CD workflows.