
Bring real industry scenarios into disciplines and courses
Start with a research topic, a course direction or a single course, then grow into programme clusters, research centres and international projects.
- 01Joint research centres and topics
- 02Intelligent curricula and hands-on training
- 03Faculty development and student exchange
Make sure people can run, manage and improve AI systems after go-live
In every industrial AI project we map how new processes change job requirements and turn expert know-how into trainable, assessable content.
- 01Scenario diagnosis
- 02Role capability maps and on-the-job training
- 03Expert know-how turned into training content
Translate regional industry needs into capabilities institutions can build
For priority regional industries, we identify new roles and capability gaps and plan how institutions, enterprises and training bases share the work.
- 01Regional industry capability maps
- 02Training base planning
- 03Cross-border industry–education projects
A Singapore hub connecting China and ASEAN
We help courses, faculty and training resources from partner institutions and industry bodies land in new countries.
- 01Cross-border course and faculty delivery
- 02Student exchange and short courses
- 03Joint projects and localisation
The faster AI is deployed in industry, the wider the capability gap becomes.
Equipment and algorithms can be bought. People who can apply AI on the shop floor, judge whether it is working and keep improving it are much harder to hire.
In every industrial AI project, MOZI answers two questions at once: how the technology is deployed, and how organisational capability is built. We break business goals into real scenarios and key tasks, then work with institutions and industry experts to turn them into capabilities that can be trained, assessed and verified.
About MOZIThree lines of business

Industrial AI and transformation
Starting from quality inspection, maintenance, R&D testing and in-plant logistics, we connect data, models and production systems.

Capability translation and talent
We turn industry scenarios into job tasks, capability units, training content and assessment criteria, and build them with institutions.

Global collaboration
From Singapore, we connect institutions and industry bodies in China and ASEAN for joint research, course co-development and cross-border talent programmes.
Industry scenarios
An AI quality-inspection guide in Singapore and eight industrial scenarios, each with the capability interface MOZI provides.
With Hexagon and AMTA · under review
Industry reference: vision inspection and exception review
Industry reference: transport scheduling and team coordination
Industry reference: expert judgement and capability translation
Focus industries
We focus on industries where technology changes fast and new roles keep emerging, and turn frontline scenarios into capabilities that can be trained and assessed.

Smart manufacturing
Vision inspection, predictive maintenance, R&D testing and in-plant logistics — our core, and the main source of our capability-translation method.
Active: industrial AI courses in Singapore and ChinaLow-altitude economy
Drone applications, flight operations and aerial data services are creating new roles.
In progress: talent collaboration with institutions in Singapore and China
Smart elderly care
Smart care devices, health data and care-service operations need people who understand both technology and service.
Signed: MOU with Xianyang Vocational Technical CollegeIn practice with Nanyang Polytechnic

Machine Vision: Defect Detection
Course CE251013. Participants work through image acquisition, pre-processing, tool configuration, measurement and decision logic, then build and deploy a defect-detection system, and receive a certificate of completion from Nanyang Polytechnic.
Memberships and recognition
Collaboration in action
Inside our classrooms, labs and partnerships. Select a photo to see the full scene.



