Context
The challenge
A growing SaaS company needed unified product analytics across multiple data sources with self-service reporting for operations teams.
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Use CaseSaaSAnalytics & Data Platform
Use case
Unified Product Analytics Platform
Built a warehouse-to-dashboard pipeline so product, ops, and leadership teams could track KPIs from one source of truth.
~60%
Reporting time saved
Illustrative visualization
5+
Data sources unified
Illustrative visualization
Approach
What we built
We engineered a data pipeline from application events to a warehouse, built semantic models, and delivered a custom analytics portal with role-based dashboards.
Results
Outcomes
What changed for the business after delivery.
- Unified product metrics across teams
- Self-service reporting for operations
- Reduced manual report generation
Deliverables
- Event ingestion pipeline
- Warehouse schema & dbt models
- Semantic KPI layer
- Role-based analytics portal
Technologies used
- PostgreSQL
- dbt
- React
- Node.js
- Power BI
- Redis
Use Cases
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