Built Design System to 3x Design Efficiency and Improve Collaboration

Organization:

Organization:

Organization:

Sensei Labs

Timeframe:

Timeframe:

Timeframe:

4 years (two years for Phase 1 & 2; two years for Phase 3)

My role:

My role:

My role:

Lead Product Designer, UX Researcher

Lead UX Designer (FT),

UX Consultant

Tools:

Tools:

Tools:

Figma, Miro, Pendo, Aha!, Zendesk

Industry

Industry

Enterprise Software
Enterprise Software

Company size

Company size

80-100
80-100

Over my four years with Sensei Labs, I worked across three distinct phases: building a scalable design system, leading product initiatives, and contributing as a contractor on high-value projects.

Investing early in a robust design system ensured cross-platform consistency and faster iterations—which improved customer satisfaction (e.g., NPS scores) and enabled me to deliver impactful outcomes in later phases.

Over my four years with Sensei Labs, I worked across three distinct phases: building a scalable design system, leading product initiatives, and contributing as a contractor on high-value projects.

Investing early in a robust design system ensured cross-platform consistency and faster iterations—which improved customer satisfaction (e.g., NPS scores) and enabled me to deliver impactful outcomes in later phases.

3x

3x

Increased overall design efficiency due to design system implementation

Increased overall design efficiency due to design system implementation

10%

10%

Fewer support tickets/requests (via customer support portal)

Fewer support tickets/requests (via customer support portal)

500+ hrs

500+
hrs

Support team hours saved annually through internal tooling redesign

Support team hours saved annually through internal tooling redesign

Industry

Enterprise Software

Company size

80-100

Over my four years with Sensei Labs, I worked across three distinct phases: building a scalable design system, leading product initiatives, and contributing as a contractor on high-value projects.

Investing early in a robust design system ensured cross-platform consistency and faster iterations—which improved customer satisfaction (e.g., NPS scores) and enabled me to deliver impactful outcomes in later phases.

3x

Increased overall design efficiency due to design system implementation

10%

Fewer support tickets/requests (via customer support portal)

500+ hrs

Support team hours saved annually through internal tooling redesign

Phase 1: Creating the Foundations

I joined Sensei Labs as a Senior Product Designer to build enterprise-grade features and simplify platform complexity; but I quickly noticed inconsistent design patterns and fragmented workflows were limiting our team's (and product’s) potential. Therefore, I focused on:

  1. Delivering new features to meet immediate user needs

  2. Building a scalable design system to improve efficiency and consistency.

By collaborating with the team to define shared design rules and components, I gradually formalized a unified system. This foundational investment streamlined future designs and positioned the team for long-term scalability.

UX Research: Understanding the Landscape

User Research

Early on, the team ran cross-functional workshops to flesh out user personas and journey maps, helping us synthesize key pain points and user journeys.

These workshops provided a foundation for understanding user needs. However, I found that feature-scoped personas became more effective for designing modular components in the system.

For example, on the KPI’s page of the platform, we tailored solutions to:

  • Project Leads – Needed more efficiency with repetitive manual data entry.

  • Directors – Needs cross-workstream dashboards for high-level insights.

These personas weren't universal, as user needs varied across the platform.

Ongoing customer feedback

To ensure continuous improvement, I also gathered insights by:

  • Tracking in-app behavior (clicks and time-on-page) via Pendo

  • Tracking support tickets from our customer request portal, via Zendesk

  • Reviewing client feedback videos in bi-weekly internal meetings, via Gong

  • Collaborating with clients in Product Advisory Council (PAC) meetings to refine roadmaps, user needs, and prototypes

Cross-platform consistency

Without a design system in place, consistency was challenging. For example, there were multiple versions of the same component, which caused confusion whenever implementing them.

My redesigns improved user efficiency and reduced errors in the design workflow, making development handoffs much smoother. The design system was largely formed by such redesigns.

In fact, every feature I worked on contributed to the design system’s evolution, resulting in a cohesive interface across the platform. For example:

Maestro: An automated warning system

KPI Explorer: Granular data inspector

Board: Our version of a kanban board.

Risk-Return Matrix: Our version of an Eisenhower Matrix

Design System Beginnings

Through these early efforts, I laid the groundwork for the design system by consolidating a component library and establishing content guidelines. This foundational work was an investment in scalability, enabling our team to design faster and more consistently in the future.

Phase 2: Leading and Scaling

The early part of 2022 marked a significant turning point, as I was promoted to Lead Product Designer, aligning with important organizational changes:

  • Company-wide adoption of a 4-day workweek

  • Transition to a smaller, more agile design team

  • Leadership changes that redefined work culture

Despite fewer resources and tighter deadlines, the design system investments from Phase 1 began to pay off. These foundations enabled me to maintain the high design output, and even lead cross-functional projects, including the notifications redesign detailed below.

Project Atlas: Notifications Redesign

One large project I led was the redesign of the notifications system (primarily for email), which required robust research and collaboration between five teams.

This redesign saved dozens of hours monthly for our support team, by offloading email customizations to users. It was a win-win: users embraced the self-service UX, while we reduced operational overhead.

A snapshot of the data for 3000+ notifications (colourized for readability)

Comparing the same exact email content, before and after my redesign

Weekly Progress Report template

Weekly Activity Summary template (via Outlook)

Beyond UI Design

The benefits of the design system could even be felt outside the scope of our platform’s UI, because I was able to write/design things for other teams, including:

  • help center articles, to exemplify content guidelines and use as a model

  • PowerPoint pitch decks, for meetings with external stakeholders

  • content guidelines, for common problematic in-app copy

  • company wiki articles, for knowledge management

  • various posters/graphics, for customer education

These initiatives streamlined internal knowledge sharing and improved external stakeholder engagement.

Help center article (all content my own)

PowerPoint pitch deck

Poster to educate on a newly released feature

Accelerated Delivery

In Phase 1, feature delivery was often delayed by 1–2 weeks due to extensive planning meetings and QA protocols. By Phase 2, we reduced this delay by around least a week, thanks to:

  • Leveraging the design system to eliminate redundant iterations

  • Increased asynchronous communication to resolve issues in real time

  • Streamlining design workflows, for smoother handoffs between teams

Phase 3: Designing for Business Growth

As of 2023, this phase reflects the design system’s maturity, enabling the team to maintain consistent, high-quality designs without my day-to-day oversight. After transitioning to a contractor role to pursue entrepreneurial goals, I’ve focused on high-stakes prototypes that address client needs, showcase innovative solutions, and support the company’s business growth.

Below are three recent examples:

Strategic Planning: To build plans, compare them, and action on the best.

Third-party Integrations: Showing external data

Personalizing Navigation: Optimizing workflows

Key Takeaways

  1. Efficiency is a team effort, not a solo pursuit: Individual contributions only go so far. Creating scalable impact requires aligning cross-functional teams, and streamlining workflows to focus on what truly drives results.


  2. Culture shapes productivity and innovation: Reducing red tape and adopting asynchronous communication made our team leaner and more efficient, while also enabling us to create a better product.


  3. Building a design system is grueling work—but transformative: As the sole designer collaborating with multiple dev teams, creating and managing the system was a monumental challenge. It required aligning priorities, thorough documentation, and internal education to enforce consistency. Ultimately, it delivered a scalable foundation that enabled faster shipping.