Orbit | ML model monitoring dashboard | Dark UI

Rajaraman Arumugam
by Rajaraman Arumugam · Apr 2026
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Orbit | ML model monitoring dashboard | Dark UI

Project description

Seven models in production. One of them is wrong right now. Marcus doesn't know which one yet.Orbit gives ML teams a single view of every deployed model. Latency p99, accuracy, drift score, error rate. Each model gets its own row. When fraud-detector-v3 starts slipping, the row changes. 847ms p99. 2.4 sigma drift. Accuracy down to 91.2%. No report to pull. No log to parse. The change is just there.

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