Case studies

Deployments, in detail.

Anonymized by request, with real numbers. Each one started from a single expensive problem.

Composite manufacturing

X-ray defect detection on carbon-fibre structural parts

A composite-materials manufacturer put computer vision on its X-ray line to catch delamination earlier, steady quality across shifts, and keep expert judgement in the loop.

98%
detection accuracy on graded parts
40%
less unplanned line downtime
50%
fewer escaped defects
Retail & design

Unifying four sales channels into one monthly report

A Hong Kong design brand replaced days of manual spreadsheet work with a clean, auditable monthly report across online, in-store, distributors and wholesale.

4→1
channels unified into one view
231
SKUs reconciled across consignment
days→min
monthly reporting turnaround
Manufacturing · HR

Turning a multi-shift factory's punch logs into audited exceptions

A manufacturer's HR team replaced a full day of manual timesheet reconciliation with a short, evidenced exception list it can sign off in minutes.

19+
exception types codified from HR's rules
day→min
monthly reconciliation time
100%
of flags carry an audit trail
Manufacturing · Quality

Automated scrap and quality-cost reporting for a quality team

A quality-engineering team turned years of scrap detail into a monthly report with trends and top causes, generated in minutes instead of most of a day.

29 mo
of scrap detail reconciled
hours→min
to produce the monthly report
MoM·YoY
and 12-month trends, automatically
Manufacturing · R&D

Cutting manual CAD work in a composites R&D team

A composites R&D team replaced slow, repetitive boundary and layup steps in CAD with assisted scripts, keeping the engineer in control of every decision.

5/5
first engineer acceptance tests passed
wk→day
on the repetitive boundary work
advisory
the engineer keeps the final call