CHALLENGE
Raw data at scale is inherently difficult to interpret without structure. Effective visualisation is critical to transform complex datasets into clear, actionable insight.
Within the Global Business Intelligence function at Apple, a key focus was tracking devices from factory through to point of sale. While the underlying data highlighted trends, it did not fully communicate operational gaps or inefficiencies to stakeholders.
The solution centred on designing data visualisations that exposed these gaps clearly, enabling C-level and regional leadership to understand performance issues at a glance.
