MappingSpace | September 2024
What
MappingSpace is an internal DevOps platform used by automotive developers to manage the research and develop(R&D) process to increase efficiency by using LLM.
Scope
Owned the end-to-end UX of an onboarding hub and MVP redesign, enhancing retention and fostering stronger user engagement.
Impact
Improved onboarding process
35%
Reduced customer support tickets
25%
Increased in time spent on website
12%
Analytics from the 3-month period after launch showed improvements compared to the previous release cycle
Role
Lead UX Designer
Timeline
3 month timeline, 2024
Team
1 CTO
3 Software Developers
Disciplines
UX design
Feature Scoping
Accessibility Design
A/B Testing
Design System
Design Solution
0 to 1 New Feature: Onboarding Hub
I helps technical users streamline onboarding, stay motivated with rewards, and never miss a new feature release.
User Problem
Research
Investigate previous onboarding methods
Why our onboarding methods failed?
User Manuals
Informative but Difficult to Act On
YouTube Tutorials
Clear but Contextually Detached
Email Announcement
Timely, but the open rate was low.
From research, I conclude:
Traditional onboarding methods fail to support real-time, task-based learning. Users struggle to apply information in context, leading to confusion, low feature adoption, and high support dependency.
Insight
From research, I conclude
Traditional onboarding methods fail to support real-time, task-based learning. Users struggle to apply information in context, leading to confusion, low feature adoption, and high support dependency.
Boil down findings into
3 Design Criteria
Design Process
Exploration 1: Layout
Given the limited resources, we focused on onboarding for the 9 most essential and frequently used features. We were able to repurpose existing text content from previous tutorials and user manuals as the foundation for this onboarding module.
Design 1
Design 2
☑️ Design 3 (Winner)
Iteration
Exploration 2:
Layout+ User Testing
Final Design
New Onboarding experience
Elevate technical users' onboarding to the next level.
Final Overview
MVP Experience
MappingSpace Onboarding Hub was designed to help enterprise users manage project more efficently in a complex B2B platform. Through agile, knowledge base, data reports, and mind map.

Productivity Resigned
Increase efficiency for technical users
Get more done in less time and take control of productivity like never before.
Take Away
What I learned
Everything I would consider in the future
Considering development effort and Revenue-Generating Design
As designers, we aim for aesthetics, but in B2B companies, design must align with value creation. It’s crucial to balance front-end work with business impact and find opportunities to drive revenue. We must also recognize limitations, like data gaps or designs slowing down the website.
Embracing Ambiguity for Creative Product Development
In the fast-paced product development process, not all features are clear from the start. Embracing ambiguity and collaboratively exploring possibilities with the product manager is essential. Stay flexible and adaptable, using incomplete information as a catalyst for creativity.
Designing for Scalability and Future Growth
Product designers must think beyond aesthetics and usability, considering development early. Focus on scalability, edge cases like internationalization, and future feature expansion to ensure sustainable design as the product evolves.