Payment Analytics Setup
Stand up a payment analytics layer with the dashboards your finance and product teams will actually use.
Brief
Your billing platform has data. Your data warehouse has data. They rarely agree. We build a payment analytics layer that reconciles the two, models authorisation rates, decline reasons, recovery, and churn, and ships dashboards that finance and product can both trust. Includes a documented data dictionary.
Inclusions
- Data warehouse models for billing and processor events
- Six core dashboards: auth rate, decline mix, recovery, churn, MRR, refunds
- Plain-language data dictionary
- Alerting rules for material drift
- Knowledge-transfer session with your data team
What you will hold at the end
- Single source of truth for payment performance
- Dashboards used in weekly finance and product reviews
- Alerts that catch drift before customers notice
Common questions
From earlier engagements
"The data dictionary is the part finance keeps thanking us for. It removed an entire category of weekly arguments."
★★★★☆
"Solid build. The alerting rules need tuning but that is the nature of alerts."