CLIENT SUCCESS |
About the Organization
The Vision and Challenge
The organization first tried blocking IP addresses and then making changes to the software but neither of these methods was effective and the took a lot of time and effort.
To tackle this issue, the organization sought the help of a trusted third party. They wanted someone with a deep bench of experts specialized in Machine Learning & Artificial Intelligence (ML/AI) to design and implement an efficient process for filtering suspicious activity, which led them to InterVision.
Since the nature of fraud is that it constantly changes, rules-based solutions simply cannot keep up (and require ongoing investment of time from key resources who are already overutilized). One big benefit of ML/AI is that, as the behavior of fraudulent actors changes in favor of new tactics to breach the system, the ML model adapts, learns and continues to thwart their attempts. It’s this ongoing ability to learn and adapt that makes an ML/AI solution so powerful.
The ML/AI solution required high-powered compute resources to re-train the model, so InterVision used extensive automation (Infrastructure as Code) to automate the creation of the AWS ML/AI environment. As a result, high performance environments can be created, and then shutdown once the machine learning model is trained—this approach saved costs for the organization.
Confidence in the application process is a bedrock to a student’s first steps toward education. As a result of the engagement with InterVision, the organization has been able to assure their numerous colleges that all student information is sufficiently protected and verified. The engagement has delivered lowered costs and higher efficiency for the organization compared to a manual process, which means their IT staff can refocus their time on core business projects.
Still a Skeptic of ML/AI?