Efficient Storage of Unchanged Values
Repeated identical readings extend a single interval. A new record is created only when the value changes or the timeline is interrupted.
Integrate your hardware once and gain a single platform for real-time monitoring, historical reporting, alerting, automation, remote control and firmware management.
ZenAIoT is designed for diverse hardware, not a single sensor type. Templates and data streams define what each product measures or controls, and the dashboard renders the appropriate visualization for each.
Heart rate, SpO₂ and body temperature become individual datastreams. Each can have its own gauge, trend chart, alert rule and report.
RPM, vibration, winding temperature and relay state can share the same device identity while using different visualization and control widgets.
Voltage, current, power and energy consumption can be visualized, compared historically and exported through the same reporting engine.
GPS coordinates, battery and movement state can appear as location, status and history widgets while offline gaps remain explicit.
The platform separates telemetry values from connectivity state, ensuring reports remain accurate and storage remains efficient.
Repeated identical readings extend a single interval. A new record is created only when the value changes or the timeline is interrupted.
A device is marked online only after confirmed telemetry or heartbeat activity, preventing device-reported timestamps from misrepresenting connectivity.
Values, gauges, charts, percentages, status indicators, maps, switches and sliders are generated from device and data-stream metadata rather than fixed sensor types.
Hourly, daily, weekly, monthly, yearly and custom reporting, including high, low and average values with clear supporting detail.
Evaluate device metrics automatically and trigger alerts, queued commands or secure outbound webhooks.
Writable data streams securely expose relay, switch, mode and setpoint controls, without exposing every metric to user control.
Manage firmware packages and device-specific deployment status from the same operational workspace.
Track platform activity and identify devices requiring attention, based strictly on verified data.
Approved testers are granted full platform access while hardware workflows and production behavior undergo validation.