Data, Metrics & Commands
Turn raw device data into usable operational information.
Standardize heterogeneous device data into consistent operational metrics, then close the loop with validated, traceable commands.

Standardize data. Control devices with confidence.
Parameters describe the asset, metrics report its state, and commands define what the platform can ask it to do — defined once at model level and inherited down to every device.
One model for every kind of equipment.
Describe different device types without forcing them into one rigid schema — from stable specifications to live operational data and executable actions.
- Custom fields, default values and data types
- Units of measurement and descriptions
- Reusable as placeholders in templates, rules and commands
- Values extracted from JSON or XML payloads
- Persisted with value and timestamp
- Comparable across dashboards, rules and reports
- A defined command body and execution parameters
- Response metrics used to validate execution
- Command state tracked over time
From vendor payload to operational metric.
Turn vendor-specific payloads into consistent operational data that dashboards, rules and applications can understand.
Commands that close the loop.
A command is not finished when the payload leaves the platform. Each one is queued, tracked as its state changes over time, and validated against the metrics the device reports back — so the digital twin keeps matching the physical device.
Standardized metrics reach the people who act on them.
Once a value has been extracted, typed and stored, the same metric can be shown on a dashboard, evaluated by a rule or exported from a device list — with no per-device translation in between.

Turn device data into reliable operational control.
Bring us a device type, a payload sample and the actions you need. We will show you the parameters, metric templates and command validation behind them.