Realtime operations dashboard

Live KPIs with automated anomaly alerts.

Data

Challenge

Leadership saw yesterday’s numbers the next day; anomalies — dropped orders, stockouts, traffic dips — were often discovered hours after they happened.

Solution

Built a pipeline streaming events from every system into a warehouse, a dashboard for live KPIs and trends, and rule-based anomaly alerts pushed straight to the management channel.

Deliverables

  • Realtime data pipeline
  • KPI dashboard
  • Anomaly alert rules
  • Historical trend analysis

Results

  • 即時latency (was 1 day)
  • -80%anomaly MTTR
  • 30+live metrics

Stack

PostgreSQL / Redis / Node.js / Docker

Timeline

4 weeks

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