What Is Inside Predictive Maintenance
It is a working AI service tied to your machines and your ERP, not a dashboard you have to watch. Here is what it reads, what it predicts, and how a warning turns into a scheduled repair.
From machine signals to a scheduled repair
It reads the machine and the ERP together
The service pulls in vibration, temperature, load and run hours from your machines and sensors, and joins them with maintenance history and ERP records like work orders and downtime. It learns each machine's normal range instead of using a generic threshold.
- Sensor and machine controller signals.
- Maintenance history and ERP work orders.
- Each machine's own normal running range.
It tells you which machine and roughly when
Instead of a single alarm, the model gives a health reading per machine and an estimate of how long you have before it is likely to fail. That lead time is what lets you plan the repair rather than scramble when the line stops.
- A health score for each machine.
- An estimate of time before likely failure.
- The signals behind each warning, in plain terms.
A warning becomes a planned work order
Each prediction turns into a maintenance task your team can slot into a shift that suits the plan. The warning lands where your maintenance team already works, so it drives action instead of sitting in yet another tool nobody checks.
- Predictions raised as clear work orders.
- Repairs planned into low-cost windows.
- Warnings in the tools your team already uses.
Everything the service delivers
Condition monitoring
Every tracked machine watched in the background against its own normal range, around the clock.
Failure prediction
A health reading and an estimated time to failure for each machine, so you know where to look first.
Automated work orders
Warnings raised as maintenance tasks with the machine, the likely issue and a suggested window.
Health and downtime view
A simple view of machine health, open warnings and downtime, tied back to your ERP data.
Model-agnostic build
The AI approach that fits your machines, trained on your own history, with no vendor lock-in.
Learning over time
Every confirmed failure and repair feeds back in, so the predictions get sharper as it runs.
See What Predictive Maintenance Would Cover for You
Book a free consultation. We will walk through your machines, the data you already collect and your ERP, and scope predictive maintenance for your floor.
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