Challenges
HKIB faced significant hurdles in managing and analyzing membership data due to fragmented data sources and silos. This disjointed data environment made it challenging to perform comprehensive reporting and analytics, hindering the ability to derive meaningful insights. Additionally, the lack of a unified data platform complicated data science initiatives, resulting in inefficiencies and inconsistencies that impacted strategic decision-making and operational effectiveness.