Case Study
SaaS Analytics Dashboard
Multi-tenant analytics interface for product and growth teams.
Overview
A dashboard suite with trend analytics, cohort grids, and report workflows.
Problem
Teams lacked shared visibility into performance, retention, and adoption behavior.
Constraints
Needed role-aware analytics views across large datasets and tenant boundaries.
Solution
Implemented KPI cards, cohort visualization, and configurable reporting views.
Results and Outcomes
Improved frontend usability and created a scalable foundation for future analytics features.
Timeline
12-16 weeks
Services
Tech Stack
Related Services
Product Preview Mockup
SaaS
dashboard preview
Key Features
- • KPI cards
- • Revenue chart
- • Cohort grid
- • Trend indicators
- • Saved filters
Technical Approach and Architecture
- • Multi-tenant schema strategy
- • Caching for high-traffic widgets
- • Background aggregation workers
UI/UX Improvements
Introduced cleaner data hierarchy, filter persistence, and trend-focused layout.
Backend and Infrastructure Work
Designed aggregation jobs, caching strategy, and tenant-aware query boundaries.
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