Reports+
Overview
Reports+ represents the product layer of connected growth at global consumer scale. With more than 200 million users across markets, progress did not come from occasional redesigns or isolated feature launches. It depended on a repeatable operating loop linking onboarding, engagement, experimentation, behavioral data and reliable delivery. We worked in that loop: identifying high-leverage friction, translating observations into testable product changes and using outcomes to direct the next cycle. Design quality had to remain consistent while the team moved quickly, and local differences in intent, language and behavior had to be considered without fragmenting the core experience.
Client:
HubX
Year:
2023
Category:
Product Design
/
Consumer Scale
Location:
Global
The Challenge
At this scale, even small decisions create large consequences. Reports+ served a mixed-intent global audience, so onboarding had to establish value quickly for new users while remaining relevant across different markets and expectations. The team faced constant experimentation pressure, but speed could not come at the cost of coherence or trust. Retention depended on dozens of connected details—information hierarchy, timing, perceived value, performance and clarity—rather than one headline feature. The challenge was to create a system where weekly iteration remained disciplined, measurable and visually consistent while product and infrastructure continued to support a very large active user base.
Onboarding for a global, mixed-intent audience
Relentless A/B iteration pressure
Retention across dozens of markets
Premium feel under aggressive testing velocity
The Solution
We treated the product as a continuous decision system. Design patterns were structured for reuse so teams could test meaningful changes without rebuilding the experience each time. Onboarding and engagement flows were mapped around user intent, while analytics and experiment results provided evidence for what to simplify, emphasize or remove. Product, design and technical considerations were reviewed together, reducing the gap between an idea, its implementation and the behavior it produced. This created a faster feedback loop in which qualitative judgment and quantitative signals could challenge each other, helping the team prioritize improvements that were both usable and commercially relevant.
