Know which machine needs maintenance in the next 30 days, and why.
Nisthora watches your machines' sensor values. When they stop looking normal, it tells you which machine needs maintenance, roughly how many days you have, and what in the readings is driving it. You plan the stop before the breakdown plans it for you.
From sensor values to a planned stop.
Watch
Nisthora reads every sensor on every machine, all day, through Nisthora Edge.
Spot
Anomaly detection flags readings that are not normal for that machine.
Forecast
Predictive analysis looks 30 days ahead and estimates how many days are left before trouble.
Plan
You plan the maintenance stop at a good time, such as between batches, instead of losing a shift to a breakdown.
A clear message, not a chart to decode.
For each machine at risk, Nisthora shows the predicted time to failure in days and the reasons, written in plain words from the readings that drove the forecast.
- Within 7 days: urgent. Plan the stop now.
- Within 30 days: plan it soon, at a time that suits production.
- No risk found: nothing to do. Keep running.
The reasons matter. "Bearing temperature rising" sends the right engineer with the right spare part, instead of a general inspection.
Predicted time to failure
18 days
Why
- Bearing temperature has been rising steadily
- Vibration is more variable than usual for this press
Planned maintenance beats a breakdown.
| Breakdown | Planned maintenance | |
|---|---|---|
| When it happens | Whenever the machine fails, often mid-batch or on the night shift | When you choose, such as between batches or in a planned break |
| Effect on production | Unplanned downtime, lost output, scrap from the interrupted batch | A planned stop, kept apart from breakdowns in your downtime figures |
| Spare parts and people | Found in a hurry | Ready, because you know what the readings point to |
| What Nisthora shows | The stop, its reason and its length in the downtime log | The notice beforehand, and the readings back to normal afterwards |
The analytics behind the forecast.
Anomaly detection
Learns what normal looks like for each machine and flags readings that do not fit.
Learn morePredictive analysis
Forecasts readings up to 30 days ahead and scores each machine's risk, with reasons.
Learn moreDowntime analysis
Shows breakdowns, planned stops and MTBF, so you can see planned maintenance paying off.
Learn moreNisthora tells you what, why and by when.
Your maintenance team does the work in its own way, with its own tools. Nisthora's job is to tell them which machine, what the readings show, and how soon, then confirm the readings are back to normal afterwards.
See Nisthora on your own machines.
Book a demo. We will show you live data and talk through your machines, lines and shifts.
Book a demo