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📡 IoT

Factors affecting data reliability and accuracy at the IoT device and connectivity level. See the 📘 Monitoring Tools Reference for tool details and the 🧩 Diagnostic Funnel for the general triage flow.


Offline due to network issue

How to verify:

  1. Check the 🌐 Offline Dashboard to confirm the device shows offline.
  2. Check 📈 Uptime Metrics to see the pattern — total blackout vs. periodic vs. intermittent flapping (intermittent flapping typically indicates a signal/network issue rather than hardware or power failure).
  3. Check 📶 IoT Telemetry to see if the device is attempting to reconnect (points to network) versus completely silent (points to power/hardware — see Power supply failure below).
  4. Check the Offline Dashboard for other devices in the same zone/site — if multiple devices dropped at the same time, this points to a shared network outage rather than a single device fault.
Mitigation in place
  • 🚨 Data Integrity Alerts
  • 📈 Uptime Metrics
  • 🌐 Offline Dashboard

Device damage

How to verify:

  1. Check the 🌐 Offline Dashboard — a damaged device shows persistently offline with no reconnect attempts.
  2. Check 📶 IoT Telemetry to confirm there's no connection activity at all (rules out a network-only issue).
  3. Check 📝 User Logs (unit level) for any recent physical incident (site work, weather event, tampering) that lines up with when it went offline.
Mitigation in place

🌐 Offline Dashboard


Power supply failure and powered off

How to verify:

  1. Check the 🌐 Offline Dashboard to confirm the device is offline.
  2. Check 📈 Uptime Metrics for a hard drop to 0% starting at a specific timestamp, with no partial/intermittent activity afterward.
  3. Check 📶 IoT Telemetry — a powered-off device will show no connection attempts at all, distinguishing it from a network-only outage.
  4. Check 📝 User Logs (unit level) for any recent power-related service activity.
Mitigation in place
  • 🚨 Data Integrity Alerts
  • 📈 Uptime Metrics
  • 🌐 Offline Dashboard