Industry Partners







Digital Construction Automation
Developed the digital ecosystem for a traditional manufacturing equipment supplier to an end-to-end design and build ecosystem, enabled by Internet of Things, Big Data and Machine Learning Technologies.
Value-added services | Predictive Maintenance | Lease-based machines | Production monitoring and optimisation
AI-based construction cost estimation
Developed a machine learning algorithm for predicting construction project cost and successfully commercialised as a software product that are currently used by more than 500 enterprise customers.
Big Data Manufacturing Analytics
Working with a NZ-leading Manufacturing Execution System supplier, we are developing intelligent Machine Learning algorithms to enable them to harness hidden insights from their customer data and add intelligent production management features to their software solution.
Improved productivity | Better quality | Real-time production control


Knowledge-driven Production Control
Working with an Industry 4.0 exemplar in New Zealand, we are developing a suite of AI-driven production control technologies for the client to optimise their production plan and inventory. The project outcomes are expected to reduce their inventory costs by 25%.
Improved productivity | Optimal inventory control | AI-driven decision-making
Steel Coating Defect Detection
Worked with one of the largest steel product manufacturers in New Zealand, we developed a computer vision-based surface defect detection algorithm for steel coating products. With a small dataset, our algorithm can achieve 95%+ accuracy.
Computer vision | Machine learning | Quality assurance

Human action tracking
In-house research project sponsored by NZ government and industry partners, investigating vision-based human action tracking and understanding technologies for ensuring product assembly quality and productivity.
Computer vision | Machine learning | Assembly assistance
Our Core Capabilities

Industrial Artificial Intelligence
Develop high-performance artificial intelligence algorithms for manufacturing

Big data analytics
Harness data science for efficient operations in complex manufacturing context.

Factory Automation
Create self-learning and self-optimising factories

Digital Twin
Create living replicas of physical systems and processes that can self-optimise.

Internet of Things
Create plug-and-play connectivity solutions for legacy machines and processes.

Industrial Robots
Robots and automated systems perform tasks with a high degree of autonomy