CASE STUDIES

See What Changed.

Find Your Next Step.

Read the bakery story and deployment results below. For a closer look at automotive operations, request the BorgWarner or Spark Minda customer summary by email.

PUBLISHED1 case study

RESULT SUMMARIES6 deployments

LAST UPDATEDOctober 2026

SPEAK TO AN EXPERT

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

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%

MORE EXAMPLES FOR YOUR INDUSTRY

See how other teams connected their operations.

Keep browsing the open examples above, or have one of these customer outcome summaries sent to your inbox.

BorgWarner: smarter recovery for legacy equipment

How a spark plug manufacturer connected legacy equipment, predicted failure and avoided over US$50,000 in downtime.

EMAIL ME THIS CASE STUDY

Spark Minda: visibility from goods received to finished goods

From disconnected stores, warehouse and SMT production to machine OEE, productivity and parts traceability.

EMAIL ME THIS CASE STUDY

DEFINE THE EVIDENCE

Bring The Result You Need To Verify.

We will help identify the baseline, operating context and evidence required before an improvement claim is made.