AnalyticsHub — Business Intelligence Dashboard Platform
A self-serve business intelligence platform for SMB operators — connect any data source (Postgres, Stripe, HubSpot, Google Sheets), build dashboards with a visual query builder, share reports with your team, and get anomaly alerts on key metrics.
The Challenge
SMB operators wanted Looker/Tableau-quality analytics without hiring a data team. Existing tools were either too simple (spreadsheet imports only) or too complex (SQL-first tools that require a data analyst). AnalyticsHub needed to hit the middle: connect anything, query visually, share instantly.
Our Solution
We built a Next.js dashboard platform with a visual query builder that generates SQL under the hood, connectors for Postgres, MySQL, Stripe, HubSpot, Salesforce, and Google Sheets, cross-source joins via an in-memory query engine, real-time collaborative dashboards, and an anomaly detection service that alerts on statistically significant metric changes.
Results & Impact
Technology Stack
Frequently Asked Questions
Do users need SQL knowledge to use AnalyticsHub?
No. AnalyticsHub's visual query builder generates SQL from drag-and-drop operations — filter, group by, join, aggregate — without ever showing the query. Advanced users can drop into SQL mode for edge cases, but 87% of dashboards are built entirely visually.
How does AnalyticsHub handle joins across different data sources?
AnalyticsHub uses DuckDB as an in-memory query engine to join data across Postgres, MySQL, Stripe, HubSpot, and other connectors. Queries pull only the columns needed, join them in-memory, and cache results with automatic invalidation when source data changes.
Ready to build something like this?
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