Back to Case Studies
SaaSData PipelinesDashboards4 months
Plug-and-Play Commerce Analytics
Multi-tenant ingestion and revenue analytics that speed SMB onboarding with stable KPI definitions.
Challenge
Sources had inconsistent schemas, missing identifiers, and dashboards drifting from business logic as integrations changed.
Solution
Reusable connectors with normalization, automated data quality checks, a governed metrics layer, and self-serve reporting with admin overrides for edge cases and custom mappings.
Results
Repeatable onboarding flow for new tenants
Single source of truth for subscription and commerce KPIs
Dashboards aligned with finance and growth teams
Tech Stack
TypeScriptNext.jsPostgreSQLBigQueryTemporaldbtAirbyteMetabase
Planning a production ML initiative?
Tell us what you want to automate or improve and we'll propose a clear, practical plan.
Request a Call