CASE STUDIES
How they got results with an AI team
Manufacturing, creative design, gift customisation, export, research, education and IP services. Cases come from real clients of our technology partner and are anonymised.
AllElectronics manufacturingGift customisationCreative design · Listed companyExport manufacturing · PCB/PCBAResearch instituteIP servicesEducation · Thesis assistant
FeaturedElectronics manufacturing · Zhongshan
AI digital-twin employee takes over production scheduling, +27% capacity efficiency
An electronics manufacturer relied on senior planners and Excel hand-offs to schedule production. An AI employee connected order, equipment, material, process and QC data and produced schedules that beat manual planning.
+27%
Capacity efficiency
-40%
Annual operating cost
Human + AI
Assisted decisions
Gift customisation
AI customer service and a design-advisor agent let new hires close deals fast
1 min
Service response (was 15 min)
+30%
Conversion rate
Creative design · Listed company
AI image model + Enterprise Brain speed up design and delivery across the board
+200%
Rendering efficiency
-50%
Delivery cycle
Export manufacturing · PCB/PCBA
Translation, meeting-minutes and data-summary agents power a global export business
5×
Translation speed vs manual
+80%
Meeting efficiency
Research institute
Literature analysis and AI data visualisation free researchers' minds
1 hour
Literature review (was 3 days)
+70%
Data-processing efficiency
IP services
Patent search and defence assistants make high-skill work simple
40 min
Patent search (was 8 hours)
85%
Defence success rate (was 65%)
Education · Thesis assistant
Full-cycle AI support from thesis proposal to defence deck
100k+
Students served
8%
Similarity rate (was 30%)
* Case data comes from clients served by our technology partner, Shenzhen UMI Intelligence, and is anonymised. Results vary by company and execution.
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