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How it works

From a sensor reading to a resolved work order

MaintenanceIQ™ compresses what used to take a maintenance team days — noticing a problem, diagnosing it, writing it up, sourcing the part — into a sequence that completes before anyone has to think about it.

EQUIPMENT VITALS · CNC-047 · MILLING CENTER LIVE READING
CONTINUOUS

Monitor

Reads live equipment signals against a learned healthy baseline.

14:23:42

Detect

Recognizes a known failure signature hours ahead of any visible symptom.

14:23:55

Act in SAP

Opens the work order, assigns the technician skill, reserves the parts.

22:41

Resolve

One contextualized exception reaches a supervisor, if it needs one at all.

The four stages, in detail

Every stage removes a step a person used to do manually

1

Monitor

MaintenanceIQ™ connects to the sensor streams your equipment already produces and builds a running picture of what "healthy" looks like for that specific machine.

2

Detect & diagnose

When a reading drifts from baseline, MaintenanceIQ™ recognizes the specific failure pattern, estimates time remaining, and attaches a confidence level to the call.

3

Act — directly in SAP

The work order is created in your SAP system itself. Priority, technician skill, and repair window are set automatically, and parts are reserved in the same motion.

4

Resolve — humans supervise the exceptions

Most events close themselves out with no human involvement. The minority that need judgment reach a supervisor as one fully-contextualized exception.

The old wayMaintenance runs on the calendar or on hindsight.

  • Preventive schedules replace parts on a timer, whether or not they need it.
  • Corrective maintenance waits for a visible symptom — by then, it's often the expensive part that fails.
  • Sensor data exists, but nobody has the hours to watch it in real time.
  • Work orders get written up after the fact, by hand, once someone notices.

With MaintenanceIQ™Maintenance runs on actual equipment condition.

  • Parts get replaced when the equipment shows it's actually needed — not early, not late.
  • Failures are caught 2–6 hours ahead of catastrophic damage, while it's still a bearing job.
  • The sensor data gets read continuously, by something that never clocks out.
  • The work order exists before anyone has to write it.

Side by side

MaintenanceIQ™ vs the traditional approach

  Traditional / manual approach MaintenanceIQ™
Failure warning time Minutes, if any — often after the symptom is visible 2–6 hours before catastrophic damage
Work order creation Manual, after someone notices the problem Created automatically, in SAP, in under a minute
Parts sourcing Looked up and requested after diagnosis Reserved automatically in the same motion
Maintenance schedule Calendar-based, regardless of actual condition Condition-based, matched to real equipment health
Supervisor involvement Every event requires manual triage ~85% resolved with no human step; rest arrive fully contextualized
Systems involved Separate alerting tool, then re-entry into SAP Writes directly into your existing SAP PM and MM
Plant floor footprint Varies by tool — often new hardware and software None on modern equipment; a small adapter on legacy machines only

See it against your own equipment

Connect MaintenanceIQ™ to 48 hours of your own sensor data and we'll show you exactly what it would have caught.

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