Live data from a running Kinesis → Lambda → DynamoDB pipeline. It updates every 5 seconds, no refresh needed.
Real telemetry, not a mock: venue devices → Kinesis Data Streams → Lambda → DynamoDB (the durable state tier). This page polls that Lambda's function URL directly.
In production this drives the ops team's real-time view of crowd and system health per zone. Between events the pipeline can idle, so an occasional "unreachable" state below is expected, not a bug.
| Zone | Visitors | Latency | Status | Last updated |
|---|---|---|---|---|
| Connecting to live telemetry… | ||||
Status: ≤150ms latency = Healthy, above = Degraded (Architecture → Inference placement).