Everyone wants “real-time analytics,” but what they often build is real-time noise.
We moved to an event-driven tracking system this year, with Kafka + stream processors, and learned:
- Metrics need context, not just speed
- Dashboards should be opinionated, not raw
- Alerts without thresholds are just spam
Real-time insights come from clarity of purpose, not data firehoses.