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CASE STUDIES

Published Evidence.

Recorded Results.

We separate full case studies from shorter deployment-result summaries. A result is useful only with its line, baseline, intervention and measurement window understood.

PUBLISHED1 case study
RESULT SUMMARIES6 deployments
LAST UPDATEDAugust 2026
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FEATURED STUDY

Industrial bakery line

A Bearing Issue Found With Time To Plan.

On one recorded incident, the team reviewed developing bearing evidence on Oven Zone 3, prepared the work and completed the repair during a planned changeover. The figures below describe that incident, not an expected result for another line.

Food & Beverage ProcessingMachine Builders (OEM)Predictive MaintenanceConnected Worker & CMMS
OUTCOME
$18k
Batch saved
one oven run, not written off
OUTCOME
0
Unplanned stops
across the whole intervention
OUTCOME
42 min
MTTR
bearing B-3102, at changeover
READ THE STUDY →

SELECTED DEPLOYMENT-RESULT SUMMARIES

These summaries are not full published case studies. Ask for the scope and baseline before applying a result to another operation.

A Tier-1 automotive components manufacturer
Five Percent Of OEE Was Hiding In Micro-Stops Nobody Logged.
+5%
A powertrain and heavy-engineering manufacturer
Condition-Based Beat Calendar-Based, And Downtime Fell By Nearly Half.
−42%
A packaging and converting group
When The Work Order Writes Itself, Maintenance Stops Paying For Guesswork.
−38%
An equipment OEM running a global service organisation
Service Engineers Stopped Searching And Started Answering.
6×
A consumer-durables manufacturer
Defects Caught At The Station, Not At The Customer.
−60%
A regional bakery and snacks producer
Audit Prep Went From A Week Of Binders To An Afternoon.
−80%

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