Domain-specific consultancies

Over a decade, we have been working on many domain-specific data mining/analytics and enterprise data science, sponsored and supported by major industries and governments. Our experience covers over 10 business domains, from telecommunication, capital markets, e-commerce, insurance, banking to health, education and various government service areas. We have been pioneering in data-driven and evidence-based business transformation and decision-making in the following major areas:

• Social welfare data analytics
• Taxation data analytics
• Banking data analytics
• FinTech and capital market analytics
• Business analytics
• Educational data analytics
• Government data science
• Health insurance data analytics
• Telecommunication data analytics
• Transport data analytics

Research explorations

Our research on domain-driven, actionable knowledge discovery has been supported by various research grants, contract-research projects, and linkage projects. Examples are:

• Detecting significant changes in organisation customer interactions leading to non-compliance

• Pattern discovery of discriminating behaviour associated with hidden communities

• Discovering activity patterns driven by high impacts in heterogeneous and imbalanced data

• Pattern analysis and risk control of e-commerce transactions to secure online payments