Subscription Analytics SaaS

The need

Subscription reporting depends on consistent definitions and reliable source data. Teams need to understand how refunds, cancellations and billing changes affect the numbers they see.

What we can build

We can connect billing sources, model subscription events and build dashboards around agreed metrics. Scope can include cohort exploration, churn filters, date comparisons and downloadable reports.

Data refresh frequency, reconciliation and access controls are part of the architecture discussion. The goal is a reporting product that makes its calculations understandable and supports the decisions your users need to make.

Available scope

• Billing data integration
• Revenue dashboards
• Customer cohorts
• Churn views
• Report exports