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Guides21 Aug 2026 · 9 min read

Predictive maintenance without a data team

A practical way to watch PLCs and sensors: what data you need, what to alert on, and how to book service before a line stops.

The data you need

  • Run hours for every machine
  • Fault codes from the PLC
  • Temperature, vibration or current from a sensor

What to expect

Start with your three most critical machines. Within a month you will know their normal, and alerts will start meaning something.

Service the machine on your schedule, not on its schedule.
MCWritten byMaya Chen
Read nextWhy your business needs one portal, not twelve apps

Guides21 Aug 2026 · 9 min read

Predictive maintenance without a data team

A practical way to watch PLCs and sensors: what data you need, what to alert on, and how to book service before a line stops.

The data you need

  • Run hours for every machine
  • Fault codes from the PLC
  • Temperature, vibration or current from a sensor

What to expect

Start with your three most critical machines. Within a month you will know their normal, and alerts will start meaning something.

Service the machine on your schedule, not on its schedule.
MCWritten byMaya Chen
Read nextWhy your business needs one portal, not twelve apps

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Start today

Tell us how your business runs. We connect it, watch it and put one console in front of your team.

Get started

A real engineer replies within one business day

All systems operational99.99% uptime · last 30 days

Your technology service provider: one dashboard that runs your whole company, from orders and stock to people, IT, security and equipment, run by our engineers.

team@angryowllabs.com
All systems operational99.99% uptime · last 30 days

Your technology service provider: one dashboard that runs your whole company, from orders and stock to people, IT, security and equipment, run by our engineers.

team@angryowllabs.com