
MoBagel is a B2B AI/ML platform that helps organizations make data-driven decisions with AI. While its products were primarily used by data scientists, purchasing decisions were often made by senior executives with very different levels of technical knowledge.The challenge was to create a brand that could bridge this gap—making a complex AI product feel understandable, credible, and trustworthy to both technical users and business decision-makers.

I reviewed MoBagel’s existing identity and how it was applied across different touchpoints. While the company had recognizable visual elements, it lacked a clear brand foundation to connect them.Without a defined positioning and visual language, the identity was difficult to apply consistently or scale as the company grew.
I audited both AI competitors and leading B2B brands to understand how companies were positioning complex technology in the market.The research helped identify common patterns across the category—and opportunities for MoBagel to build a more distinctive, approachable brand without relying on typical enterprise AI conventions.

MoBagel’s vision, mission, and values had never been formally defined. Over the course of a month, I worked closely with the CEO and COO to uncover the company’s core beliefs, ambitions, and purpose.
Together, we translated these conversations into a strategic foundation for the new brand.


I worked with the sales team to map the stakeholders involved in MoBagel’s B2B purchasing process, comparing their level of influence and interest.The exercise revealed an important distinction: the people using the product were not necessarily the people deciding to buy it, helping us identify which audiences the brand needed to communicate with most effectively.

To understand how enterprise decision-makers perceived MoBagel and what they valued in an AI brand, I designed a survey targeting the key audiences identified through stakeholder mapping.Working with the sales team, we collected 530 valid responses from decision-makers, buyers, and initiators, giving us a broader view of the perceptions and expectations shaping the brand.
Have you haeard about MoBagel before ?

5 aspects to review the current brand image of MoBagel

Which brand do you prefer to choose when using an AI Analysis product ? Why?

221 people preferred Brand A because they are famous, trustworthy, lowe-risk, etc.
43 People said they prefer MoBagel because they are affordable, local, visionary, approachable, etc.
The research revealed a clear opportunity: MoBagel needed to build greater credibility with enterprise decision-makers without losing the accessibility of a startup brand.

To translate “professional yet approachable” into a more actionable creative direction, I facilitated a workshop with the marketing, sales, and design teams.Together, we explored and prioritized specific personality traits that could guide the brand’s visual language and help balance credibility with approachability.

Based on vision, mission, and value statement, come up with many adjectives to describe MoBagel.

Categorize keywords and remove dehumanized, neutral, and
hostile word groups.

Review the rebrand direction and select four keywords which can detailedly describe "Professional" and "Amiable"
With the brand personality defined, I translated the strategy into a set of visual principles. The identity needed to feel structured and credible, while remaining flexible enough to evolve across MoBagel’s growing product portfolio.This led to the idea of a modular geometric system inspired by the way data can be structured, combined, and reconfigured.
The final mark combines two ideas: the modular geometry of a pie chart and the initials M and B. Built from simple geometric forms, the mark reflects MoBagel’s connection to data while creating a flexible foundation for the broader identity system.

ITC Avant Garde Gothic Pro was selected for its geometric structure and clarity, complementing the forms of the new logomark.We refined the letterforms and spacing to improve legibility, including a customized “l” to make the wordmark easier to read in the Taiwanese market.

.Navy remained the foundation of the identity, reinforcing the credibility and trust established in the brand strategy.Brighter accent colors introduced a more approachable and energetic character, while a defined color ratio kept the system consistent across applications.



To support MoBagel’s key markets across Taiwan, China, and the U.S., I developed a multilingual typography system for English, Traditional Chinese, and Simplified Chinese.The system pairs sans-serif typography for clarity and structure with serif typography for longer-form content, creating a consistent hierarchy across languages while reinforcing the brand’s credibility.


