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AI-BASED PREDICTIVE MAINTENANCE · SAP ACCELERATOR

Catch the failure before it catches you

MaintenanceIQ™ is an AI-based maintenance agent that watches your production equipment around the clock, recognizes the earliest signs of failure, and takes action in SAP automatically — opening the work order and reserving the parts before a supervisor even knows there's a problem.

SAP Gold Partner Anthropic Partner SAP PM + MM Native No Plant-Floor Install
EQUIPMENT VITALS · CNC-047 · MILLING CENTER LIVE READING
CONTINUOUS

Monitor

Reads live vibration, temperature and pressure signals against each machine's own healthy baseline.

14:23:42

Detect

Recognizes an early bearing-failure signature, hours ahead of any visible symptom.

14:23:55

Act in SAP

Opens the SAP work order, assigns the right technician skill, and reserves the parts.

22:41

Resolve

Supervisor gets one contextualized exception — repair complete, machine back to baseline.

2–6 hrs
early warning before failure
20–30%
reduction in unplanned downtime
60 days
committed to production

What MaintenanceIQ™ does

One agent, watching everything, acting on the exceptions that matter

Continuous monitoring

Watches equipment condition around the clock instead of waiting for a calendar date or a visible symptom.

Early, confident diagnosis

Identifies the specific failure pattern, hours before catastrophic damage.

Autonomous SAP action

Creates the maintenance work order and reserves the spare parts directly in SAP.

Human-supervised exceptions

Roughly 85% of events are fully resolved without a person.

A failure that didn't happen

Detection to work order in under 60 seconds

CNC-047 — Milling Center, Manufacturing Plant

Anonymized outcome from a KloudData customer deployment

$179K
saved this event
$847
repair cost, vs. $180K replacement
14:23
Vibration reading rises well above baseline. Bearing temperature climbing.
14:23:42
MaintenanceIQ™ diagnoses early-stage spindle bearing wear with high confidence — hours before failure.
14:23:51
SAP work order created automatically — priority set, right technician skill assigned, repair window scheduled.
14:23:55
Replacement parts reserved in SAP. Nothing in the shop, no delay.
14:24:01
Supervisor notified with full context — diagnosis, work order, parts, technician, cost comparison.
22:41
Repair complete. Machine cleared for full production — spindle failure avoided entirely.

Built for regulated, high-consequence equipment

Where MaintenanceIQ™ pays for itself fastest

Industrial Manufacturing

CNC spindles, presses, forming lines — the #1 cause of unplanned downtime, caught early.

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Aerospace & Defense

Precision machining and test equipment, where tolerances leave no room for surprise failure.

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Life Sciences & Biopharma

Pumps and process equipment where a single failure can put a batch at risk.

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High-Tech Electronics

Conveyors, servo drives and assembly lines where one motor failure stops the whole line.

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We'll show you what MaintenanceIQ™ would catch on it today

A 48-hour live assessment, connected to your own equipment data — free, no commitment.

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