Every signal, one place.
Data is the unified telemetry layer. Every PhyOS device and every peripheral, first or third party, streams normalized telemetry into one pipeline. Real-time dashboards, historical queries, alerting rules. No separate analytics vendor. No data stitching.
Unified telemetry
Every PhyOS device and every peripheral, first or third party, reports through the same descriptor-defined schema. Heterogeneous hardware, one normalized stream.
Signal ingestion
Every edge device in your fleet feeds data into one pipeline. No integration work required.
Real-time dashboards
See what is happening right now, across every location. Live updates as signals arrive.
Historical analytics
ClickHouse-powered queries across your entire signal history. Fast, even at billions of rows.
Alerting rules
Set thresholds, get notified. Temperature too high, device offline, foot traffic spike. Simple.
Data export
Scheduled reports and API access. Export your data wherever you need it.
Your fleet is a training set.
Unified telemetry is more than dashboards. Every interaction your devices and peripherals have with the physical world becomes a labeled, real-world data point in one corpus. That corpus is the foundation for the model lifecycle, built on data you already generate.
Collect
Normalized telemetry from every device and peripheral lands in one place, continuously, across every location.
Train and evaluate
Build models against real deployment data, not simulations. Evaluate against the conditions your fleet actually sees.
Deploy and observe
Ship models back to the edge through the runtime, then watch how they perform and feed the results back in.
Stop stitching together analytics tools.
One pipeline for every signal from every device. Dashboards, queries, and alerts included.