Beyond Intelligence Lab
We collaborate with education, government, and private institutions on research and product development opportunities to achieve hard-to-reach sustainable development goals that deliver a social, environmental, and economic impact locally, nationally, and internationally. We present our findings through diverse speaking engagements to scale these impacts.

Examples of Solutions
Our previous projects have resulted in the development of a multimodal AI tool for global pandemic resilience, decision support tools for AI maturity from national to intergovernmental level and in diverse contexts (also known as collective genius), fast-track biosecurity surveillance in African and Malaysian oil palm plantations, regional and national policy, program and information systerm for Attainable Housing, Employer-led innovation for Immigrant Workforce Development, and a Social accounting matrix for Digital Circular Food Economy.
01 Pandemic Resilience
Developing an AI-calibrated ensemble of models to inform decision making - Concept to Prototype (December 2023)
We collaborate with industry, intergovernmental organisations, and higher education to develop technical reports enhancing our capabilities. Ensemble models are powerful tools for decision-making in public health, especially in the context of pandemics. By combining multiple models, we can gain a more comprehensive understanding of the situation and make more informed decisions. This approach can help us better predict the spread of disease, identify high-risk areas, and allocate more effectively.
02 Biosecurity
Surveillance on Oil Palm Plantations
Collaborating with Crown and regional research institutes, we conduct research on plant disease surveillance to ensure the health and productivity of oil palm plantations in Africa and Malaysia. By monitoring and detecting potential diseases early on, farmers can take necessary measures to prevent the spread of and protect their crops. This not only ensures sustainable supply of palm oil but also contributes to the economic growth of these regions.
03 AI Governance & Innovation
Collective Problem Solving
Governance of AI feedback loops is crucial to ensure that AI systems are continuously learning and improving. To prevent biases and errors from being perpetuated, we work with intergovernmental bodies and the private sector to develop frameworks and strategies to ensure that AI systems are reliable, trustworthy, inclusive and ethical.
04 Attainable Housing
Tools, Programs & Policies
Collaborating with local and regional governments, we contribute to the development of effective policies, programs that led to an information system for attainable housing,
05 Sustainable Food Systems
Frontier Technologies
Leveraging big data and the analysis of international food systems, we develop solutions to the definition and feasibility of a digital circular food economy. We answer the simple but complex question: why does the world create enough food and yet food is not affordable?
06 Immigrant Workforce Development
Programs & Policies
Collaborating with local and regional governments, we contributed to the development of effective policies, programs and tools for inclusive workforce development for immigrants and refugees.
See Us In Action
Delivering talks in the form of guest lecturing, workshops, lightening sessions and workshops
Our Happy Clients





