Line H

Sensors and prediction before downtime

Telemetry reaches ERP and dashboard; predictive maintenance and KPI alerts same day — not only at month-end close.

  • Sensor → ERP/dashboard integration in near real time
  • Predictive maintenance with alert and assisted work order
  • Explainable anomaly detection on operational KPIs

Where to startIntegration + Kickoff Module

Book a conversation

Tell us your Field That Warns scenario. Our team will reach out to find the best time.

No commitment. We only use your data to answer this request.

Pains we solve

If any of these sounds familiar, the conversation is worth it.

  • Sensor bought but data doesn't reach ERP — telemetry became showcase.
  • Unplanned downtime; maintenance only reactive.
  • KPI off standard discovered at monthly close, not same day.

What we build

  • Sensor → ERP/dashboard integration in near real time
  • Predictive maintenance with alert and assisted work order
  • Explainable anomaly detection on operational KPIs
  • Edge processing for low latency and offline operation
  • Light digital twin for scenario simulation

How we deliver in practice

Sensor that feeds decisions

The problem
Telemetry installed but operations still decide by phone and spreadsheet.
What we do
Event normalization, network failure handling, and delivery to existing ERP or dashboard.
What changes
Field and back-office see the same reading same day; coordination stops depending on phone calls.

Maintenance before downtime

The problem
Equipment stops without warning; high opportunity cost.
What we do
Predictive models on telemetry and work order history, with prioritized alert and intervention suggestion.
What changes
Downtime becomes planned window; parts and crew arrive before equipment stops.

Explainable KPI anomaly

The problem
Leadership sees red number too late to correct course.
What we do
Continuous monitoring with dynamic threshold, driver explanation, and integration to action workflow.
What changes
Deviation becomes ticket same day; manager corrects course in the week, not next month's board.

Next step

Shall we talk about it?

Tell us your scenario. We come back with a first path, no commitment.

  • No-commitment conversation
  • Clear scope before you sign
  • Everything stays yours, no lock-in

Book a conversation

Tell us your Field That Warns scenario. Our team will reach out to find the best time.

No commitment. We only use your data to answer this request.