Measuring the future.
Mines, dams and water utilities operate sensor networks to monitor conditions that matter for safety and compliance. That data typically sits in vendor-hosted software: licensed per sensor, never owned by the operator, and only ever producing measurements of the past.
Instrumenta is developing InstraData to produce the other kind: measurements of the future. Each monitored series is projected forward to an estimated time-to-threshold — when a reading will cross its assigned limit.
Time-to-threshold, estimated on every series.
A projection here is not a prediction. A prediction is an opinion about tomorrow; a measurement of the future is a number — with units, an uncertainty band, and a traceable path back to the validated readings it came from. Each monitored series is projected forward against its assigned limits, and the result is written up as a plain-language advisory note.
The example below shows a rising pore-pressure series: observed readings, the projection, the estimated crossing of the 160 kPa limit — and the note generated from them. Notification is raised on the projection, not on the exceedance after it has occurred.
PZ-04-A is trending toward its limit. Pore pressure has risen 14.2 kPa over the past 30 days and the rate of rise is increasing. At the fitted trend, the reading reaches the 160 kPa limit in approximately 9 days.
Recorded rainfall over the period does not account for the trend. Comparison against adjacent piezometers and a check of the drainage line are suggested.
The same projection applies to environmental compliance series. Below, a surface-water turbidity series approaches its discharge-licence limit — rendered as it appears on an InstraData dashboard.
SW-07 is trending toward its licence limit. Turbidity has risen 25.8 NTU over the past 30 days and the rate of rise is increasing. At the fitted trend, the series reaches the 80 NTU discharge-licence limit in approximately 5 days.
The rise does not correspond with recorded rainfall. Inspection of the settling pond and upstream sediment controls is suggested ahead of the next scheduled compliance sample.
Understand. Forecast. Prepare.
- Understand. Advisory notes are generated from validated readings in plain language, for whoever is on shift. Every note is traceable to its source data, and no note substitutes for a reading.
- Forecast. Each series is projected forward against its assigned limits, with an estimated time-to-threshold on every projection.
- Prepare. Notification is raised on the projection, not the exceedance — an approaching limit is identified while there is still time to act on it.
The system itself is operator-owned as standard: sensors, database and dashboards on your infrastructure, functioning independently of any subscription, with the full record exportable in open formats at any time.
Instrumentation background.
Instrumenta Pty Ltd is an Australian company registered in 2026, based in Canberra. Our background is environmental and geotechnical instrumentation — installing, programming and maintaining the sensor networks this software serves.
The name and the mark come from the survey benchmark: the fixed point you measure change against. That is the role we build for — the reference from which the future is measured.
InstraData is in development with industry partners. Launch is planned for 2026.
Enquiries
If you operate a monitoring network and want further detail ahead of launch, email us.
Email Instrumenta Jack.Taylor@instrumenta.io