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Web Application

SaaS Analytics Dashboard

A real-time analytics dashboard for a B2B SaaS company, processing millions of events daily with sub-second query response times.

Timeline

6 weeks

Quality

Production

Tech Stack

Next.js, PostgreSQL, Redis, TimescaleDB

The Challenge

The client's existing analytics solution was slow, expensive, and couldn't handle their growing data volume. Customer success teams were spending hours waiting for reports to load, and the engineering team was overwhelmed with custom report requests.

Our Approach

  • 1

    Designed a new data pipeline using event streaming to reduce query latency

  • 2

    Built a custom dashboard builder allowing non-technical users to create reports

  • 3

    Implemented smart caching and pre-aggregation for common queries

  • 4

    Created role-based access controls for sensitive data

Modules Used

DashboardAnalyticsAPIDatabase

The Outcome

95% faster

Query Speed

-50%

Support Tickets

200+/month

Self-Service Reports

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