Case studies
They've already put AI to work
Every story follows the same three phases, with results split into leaner, faster and clearer.
AI-generatedSample caseTourism & leisure
A theme park in southwest China (sample)
−30%Headcount 180 → 126 (incl. 1 new AI ops role, phased)
−27.1%Annual labor cost, approx. ¥12.28M → ¥8.95M
¥2.78MSteady-state net annual saving (modeled, after AI spend)
“Guest service used to be three silos. Now one person handles most guest questions — and I see the whole park on my phone every Monday.”— Project lead (sample quote)
AI-generatedSample caseManufacturing
A furniture manufacturer in east China (sample)
−24%Support headcount 132 → 100 (attrition + redeployment)
2 hrsCustom quote time (was 1–2 days)
4 daysMonth-end close (was 10)
“Quotes went from two days to two hours. Our sales team finally has time to visit customers.”— Chairman (sample quote)
AI-generatedSample caseConsumer brand
A consumer brand in south China (sample)
3×Content output, same team
~70%Standard questions self-served
40 → 18Service team (redeployed to membership)
“Same team, three times the content — and fewer complaints.”— Founder (sample quote)
AI-generatedSample caseTrade & supply chain
A trade & logistics firm in the Yangtze River Delta (sample)
1 hrFirst enquiry response (was 24 hrs)
−80%Document errors
60 → 40Documentation & follow-up roles
“We used to lose orders to time zones. Now enquiries sent at midnight are answered by morning.”— General manager (sample quote)
AI-generatedSample caseProfessional services
A regional tax & accounting firm (sample)
40 → 75Clients per accountant
−60%Peak-season overtime
3 mo → 1 moNew-hire ramp-up
“We didn’t hire anyone, and we serve twice as many clients.”— Partner (sample quote)
AI-generatedSample caseEducation
A vocational education group (sample)
+18%Enquiry-to-enrollment conversion
−70%Timetabling hours
−22%Operations headcount
“For the first time, all six campuses are on one screen. I know where the money goes and where students come from.”— Group CEO (sample quote)
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