Real-Time Analytics Dashboard
A business-intelligence dashboard that turns millions of events into clear, real-time insights with custom reporting and alerts.
The Challenge
Leadership lacked a single, live view of performance across the business.
Our Solution
A streaming data pipeline feeding an interactive dashboard with custom KPIs, drill-downs, and automated reporting.
How we approach this kind of build
Before any pipeline work, each metric on the dashboard gets a written definition: what it counts, what it excludes, which system it comes from, and who owns it. This is the step teams skip, and it is why dashboards so often disagree with the finance report. Those definitions then live in version-controlled transformation logic rather than being re-implemented per chart.
Events stream through a durable log, which decouples producers from consumers and means a slow or failed downstream job never drops data — it just falls behind and catches up. Aggregates are computed incrementally and stored pre-rolled, because a dashboard that runs raw aggregations over millions of rows on every page load will not stay under a second no matter how good the database is.
The interface is built around specific recurring decisions rather than displaying everything available. Each view answers a question someone actually asks weekly, with drill-down for the times they need to go deeper. Alerting handles the inverse case: leadership should not need to open a dashboard to find out something went wrong.
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