Personalization Report 2025:

AI, Data, and the Future of Customer Experience

Reportthought leadership

Reports are of of the long-form content offer dive deep discussions of current trendy topics. In this report, the tech leaders give insights into the surge of AI use in digital platform, supported with comprehensive statistics, case studies and researches. From design perspective, we also elevated design by learning and using new tools, such as: incorporating AI in brainstorming stage, utilizing colours and motifs to convey emotions, and studying deeper about data design, introducing the apply digital brand to a new elements.

utilizing ai as a tool

design development

initial design direction

colour design suggested by AI

    Executive Summary

    Conveys a sense of anticipation and optimism about AI-driven personalization, while acknowledging some uncertainty about privacy concerns.

  • Bright azure blue transitioning to soft violet - Representing optimism about AI advancement while acknowledging thoughtful consideration of privacy concerns
  • Unpacking the Personalization Landscape

    Evokes a mix of wonder and slight disorientation - describing personalization as both "sublime" and potentially inducing "vertigo" in consumers, leaving them between "fulfilled and baffled".

  • Deep purple merging with electric blue - Capturing both the "sublime" feelingand slight "vertigo" described in this section
  • Consumer Expectations

    Projects tension between desire and caution - while consumers show enthusiasm for personalization, there's underlying anxiety about data privacy and security.

  • Amber transitioning to steel blue - Reflecting the balance between consumer enthusiasm (61% willing to share data) and their privacy concerns
  • Rise of AI-Powered Personalization

    Conveys excitement and momentum, with businesses showing strong confidence in AI investments.

  • Vibrant emerald green brightening to gold - Representing growth and investment highlighting the 82% of leaders increasing personalization spending
  • Challenges

    Expresses concern and pragmatism about technical limitations and implementation hurdles.

  • Deep coral softening to sage green - Acknowledging difficulties while showing path to solutions
  • Final Word

    Concludes with a sense of balanced optimism - acknowledging both the opportunities and responsibilities in the future of personalization.

  • Harmonious blend of deep blue and soft gold Symbolizing the balanced perspective between opportunity and responsibility

These emotional themes could be represented through your orb motif by transitioning between colors that reflect these feelings - perhaps moving from bright, optimistic tones through more complex, nuanced shades, and ending with balanced, harmonious colors that represent the synthesis of opportunities and challenges.

During the initial design exploration, I was inspired by the idea of using morphic, colourful spheres. This visual fluidity directly mirrored the subject matter—AI—which is currently in a pivotal transitional phase, with a significant technological hype while the consumer uncertainty rises. To further emphasize this tension, I also incorporated a glass or frosted effect. This effect introduced a sense of unclarity, visually linking the design back to the fundamental concerns that the report is tackling about AI.

To solidify our design directions, the team and I utilized AI tools, such as Gemini and ChatGPT, to create the report’s colour schemes. We prompted the AI to analyze the report's themes and suggest distinctive colour combinations that might represent particular points of view and associated emotions (e.g., trust, concerns, enthusiasm etc ). We then used the AI's analysis as our starting point, selecting and modifying the most best options that fit the report's narrative as well as the brand identity.

Eventually, the conceptual work led us to our final four distinct coloured orbs: With the first blue orb carrying the Apply Digital’s brand colour, establishing immediate visual recognition in the opening and closing sections. Then a Purple-Blue Orb represented AI advancement. A Yellow-Blue orb conveyed the tension of AI enthusiasm and concerns. And lastly, the Orange-Green orb acknowledged the future difficulties and challenges in AI development .

This initial research and brainstorming stage was critical in defining the design direction for the entire report. This strategy not only extended the company's established branding, but more importantly, created a clear, unified visual guideline for each chapter. This foundational colour guideline ensured all following graphic elements, data visualizations, and imagery across the 80+ page report remained consistent, cohesive, and easily attributable to its specific thematic section.

final orbs and motifs

Orbs represent consumer throughout the report. Colours represent the emotions being explored during each section.

Intro and Outro pages: Apply Digital Blues to support brand voice
Intro and Outro pages: Bright azure blue transitioning to soft violet - representing optimism about AI advancement while acknowledging thoughtful consideration of privacy concerns
The current moment: Amber transitioning to steel blue - reflecting the balance between consumer enthusiasm (61% willing to share data) and their privacy concerns
Navigating challenges to effective personalization: Deep coral softening to sage green - acknowledging difficulties while showing path to solutions

These blurred shutters ("tech stacks") represent business throughout the report.

from numbers to graphics

Another main highlights of this report is the thorough researched datas. A challenge for us designers is to transform complex quantitative data into scannable, digestible infographics while maintaining readability. To achieve such goal, I took initiative to research and learning on data and infographics through different channels: first, I had to familiarize myself about characteristics of different data charts; Second, I talked to experienced senior data designers and asked for feedbacks; Lastly, I proactively look for inspirational examples on sites like Data Viz Project , to widen my knowledge on the varieties of data visuals.

This side-research is an invaluable opportunity to expand my design skills. I learned that Data Design is far more than simply styling numbers; it is a problem-solving mindset that requires thoroughly understanding the raw data and its underlying meaning, and efficiently converting those meanings in to easily understandable graphics that communicate the core insight at a glance. The teamwork and investment have contributed to the success, receiving positive responses from Subject Matter Experts, and the new design elements were adopted into other media projects.

design development

data infographic research / inspiration

Inspiration moodboard for data visualization styles
Infographic reference examples collected for the project
Data visualization inspiration focusing on clarity and color usage

draft 1

First draft of personalization report data charts

draft 2

Second draft exploring alternative infographic layouts
final drafts
Data visualization draft focusing on clarity
Infographic iteration highlighting personalization insights
Final infographic layout for the personalization report
Personalization Report Case Study | Sophia Tam · Product Designer & Illustrator