LionPact Observatory monitors your Kafka, Flink, and Spark Streaming pipelines in real time. Detect schema drift, volume anomalies, and latency spikes before they hit production.
Kafka topics process millions of events per second. A schema change at the source can corrupt downstream consumers within minutes — and nobody knows until dashboards break hours later.
Traditional threshold-based monitoring either floods you with false positives or stays silent during real incidents. You need ML-driven baselines that learn your stream's normal behavior.
Producers change schemas without warning. Consumers fail silently. There's no automated way to enforce data contracts across streaming producers and consumers at runtime.
Define data contracts as code. Observatory validates every message against your contract and alerts on drift — before consumers break.
No manual thresholds. Observatory learns the normal throughput, latency, and distribution patterns of each stream and alerts only on real anomalies.
Track event processing time from ingestion to sink. Identify bottlenecks in your Flink jobs, Spark transformations, and consumer groups instantly.
Slack, PagerDuty, email — with full context. Who owns the stream, what changed, what's affected downstream. No more war rooms.
Visual dependency graphs showing exactly how data flows from Kafka topics through transformations to serving layers and dashboards.
Monitor volume, freshness, and completeness of every stream. Get alerted the moment a producer goes silent or throughput drops unexpectedly.
Point Observatory at your Kafka cluster, Flink dashboard, or Spark history server. One config file.
Observatory automatically profiles your streams — volume patterns, schema shapes, latency baselines. No rules to write.
Real-time anomaly detection begins immediately. Schema drift, volume drops, latency spikes — all caught automatically.
Alerts include full context: root cause, downstream impact, and the team that owns the stream. Fix issues in minutes, not hours.
Join the waitlist and get early access when we ship. No spam — just a launch notification and beta invite.