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Case Study: Design System + AI-Driven UX Transformation

Project: Designing at Scale: Systems Thinking and AI-Enabled UX
Project Duration: 2023-Present
Company: Janus Henderson Investors

Overview

As the UX function matured, the challenge shifted from building capability to scaling it. I led the evolution of our design system and introduced AI into our workflows to improve speed, quality, and insight generation.

At a Glance

Problem

  • Growing demand for digital experiences across regions and channels
  • Inefficiencies from one-off designs and inconsistent execution
  • Slow research synthesis and insight generation
  • Increasing complexity in maintaining design consistency

Approach

1. Design System at Scale
  • Built a component-driven design system in Figma with reusable assets and variables
  • Structured components at the global level, allowing updates to propagate across all projects
  • Enabled a drag-and-drop ecosystem for teams like Digital Delivery and Digital Change
2. Operational Efficiency
  • Introduced reusable templates and patterns to reduce bespoke work
  • Integrated UX into broader delivery workflows (Workfront, dev handoff improvements)
  • Leveraged external talent (Upwork) as scalable extensions of the team
3. AI Integration into UX
  • Introduced AI tools to:
    • Accelerate content creation and prototyping
    • Improve design iteration speed
    • Enhance research synthesis through AI-assisted analysis
  • Leveraged AI within user testing platforms to quickly identify patterns and insights
  • Positioned AI as a core capability, not an experiment

Impact

  • Significantly improved design speed and consistency
  • Reduced reliance on one-off design solutions
  • Accelerated research-to-insight timelines
  • Increased team productivity and scalability
  • Established a foundation for AI-enabled UX workflows

Leadership

I led this transformation by combining design systems thinking with emerging AI capabilities, ensuring the team not only adopted new tools but fundamentally changed how we design and deliver experiences.

Contact Me

Contact Info

Located In

Denver, CO

Email Me At

ashriver@gmail.com