UTS site search

Information for industry

AAi solutions

AAi have an international reputation for developing intelligent systems and technologies that add value and save money for industry and government partners. These include:

Proactive and efficient risk analytics for health insurance

  • Problem: Health insurers lose billions of dollars through fraudulent activities every year.
  • Solution: AAi has developed the i-Alertor risk management platform. i-Alertor uses plug-in rules derived from business logic and data mining models. It provides a comprehensive range of tools to detect, predict and investigate suspicious insurance claims.

Intelligent video based real-time detection systems

  • Problem: Road/weather conditions and night time visibility issues result in high error rates for camera-based traffic detection systems.
  • Solution: AAi’s low cost, real-time traffic detection technology responds to a range of weather and visibility conditions. Using modular software, our program’s high detection performance delivers a significantly low false positive rate.

Debt analytics

  • Problem: Debt and overpayment is an ongoing problem for many public sector agencies. Detecting and responding to these issues requires manipulation of massive data sets.
  • Solution: AAi has developed cost-effective data mining technology using targeted algorithms. This program can instantly detect, predict and recover debt and overpayments for large organisations.

Bioinformatic solutions for cancer diagnosis and drug design

  • Problem: Identifying relevant gene expression profiles for cancer diagnosis is a complex and time consuming process. Inaccurate diagnosis can lead to negative health outcomes for patients and poor prognosis rates.
  • Solution: AAi’s pattern-based discovery and prediction algorithms can capture disease gene groups that show team expression behaviour. This approach improves the accuracy of both diagnosis and prognosis for a range of cancer types.

Financial markets data analysis

  • Problem: Singular trading strategies are not always successful in obtaining positive financial outcomes.
  • Solution: AAi can offer a solution which allows the user to select the best possible trading strategy combinations so that they can be integrated into a super trading rule for superior risk management and performance.

Online banking risk management

  • Problem: Identification takeover, malware and phishing continue to threaten online banking activities. These challenges seriously affect the ability of financial institutions to maintain secure online banking services.
  • Solution: AAi’s risk management platform embeds mixed data mining models that have been specifically developed for online banking risk analysis. This system provides an overall real-time score for each online banking transaction. It also highlights the top ‘at risk’ transactions for immediate alerting and further investigation.

Learning analytics

  • Problem: Universities require effective data analytics systems to enable the early identification of students at risk of failure and discontinuation.
  • Solution: AAi’s data analytics platform enables university student services outreach programs to identify academically at risk students. This approach will lead to improved student outcomes and retention rates within the tertiary sector.

 

TAB: Get in touch

AAi welcomes the opportunity to collaborate with a range of industry partners seeking research solutions. If you would like to connect with our analytics experts to discuss a project or problem, please contact us.