Prepare data for AI

Clean, structured,
AI-ready data.

Classify, colour-code and model your objects by defining types, properties and alarm conditions. This creates a single trustworthy source so every app including Assistant can reason consistently over the same data.

PixelMonitor 3D building view with located objects

The data layer everything is built on

Object types
→ Model devices, assets and spaces
Properties and geotags
→ Structure, query and geolocate your data
Alarm conditions
→ Define thresholds and health scoring

Types turn raw sensors and gateways into the things your teams actually talk about — so you monitor real-world objects, not devices:

Lighting Thermometers Parking spaces Cargo carts Irrigation Gates & barriers Restroom stalls Any type you define
See it work

From a single object to your whole portfolio

Model what each object means, derive its readings, score its health against your own thresholds, and locate every object in space — here it is, exactly as an operator sees it.

Classify & model

Assign meaning to every object

Define once, reuse everywhere: set object types, properties, relationships and colour rules — the whole platform inherits this consistent model.

  • Object types, properties and geotags
  • Colour rules by state and severity
  • Reusable templates across sites
Object type settings with states and device models
Properties & formulas

Readings in business terms

Each type carries its own properties — and a property can be a formula computed from one or many device readings, so the data reads as line pressure or oil temperature, not raw channels. Click any one to plot its history.

  • Formula properties from one or many devices
  • Per-property alarm conditions
  • Inline history plotting
Object properties with alarm conditions and history
Alarms & health

Thresholds that score your estate

Define alarm conditions and health scores per object type. PixelMonitor flags anomalies right away and routes those signals directly to watchers and Assistant.

  • Alarm thresholds and severity tiers
  • Health scoring per object and group
  • Signals ready for AI insights
System-state dashboard with alarms and health scoring
Located data

Every reading knows its location

Geotag objects to ensure spatial views, maps and 3D models line up automatically. The structure you define here powers all downstream workflows.

  • Geotags & site hierarchy
  • Integration with PixelBoard maps and models
  • One model, every app
Object track-history replay on a floor plan
Built for the whole team

One model, three jobs

The structure technical teams put in once pays off for everyone who touches the estate after.

Data architects

Build the structure — define object types, attach properties and formulas, and lay out geotags for buildings, floors and zones.

Field & maintenance

Keep it running — find the objects whose devices have gone offline or need a battery swap, pinpointed on the map and ready to service.

Operators & clients

Watch what matters — track equipment movement and state across their own zones: free or occupied bays, open gates, busy stalls.

Built on data. Driven by Intelligence.

Structure your data once and benefit across every app