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Today, I design AI-assisted products, enterprise platforms, and workflow systems that help people navigate complexity, make informed decisions, and execute work more effectively.

Over the past few years, I noticed a recurring pattern: while AI capabilities continued to improve, many user challenges came from how AI fit into the workflow. Users still had to navigate fragmented information, ambiguous inputs, and inconsistent system behavior with little structure or guidance.

That insight shifted my focus beyond designing individual interfaces to designing the workflows and decision-making experiences around them. By combining user research, systems thinking, workflow design, and human-centered AI, I create structured, transparent experiences that improve clarity, adoption, and business outcomes.

How I Approach Design

I design systems that help people move from information to action. My work focuses on creating structured experiences that simplify complexity, guide execution, improve transparency, and support more reliable outcomes across AI-assisted and enterprise environments

 

​Areas I Focus On​

  • Workflow Design & Execution: Create structured experiences that guide users through complex tasks, decisions, and multi-step processes.

  • System Behavior & Transparency: Design predictable and understandable interactions that improve visibility, trust, and confidence.

  • Information Architecture: Organize complex information, content, and functionality into scalable and intuitive experiences.

  • Reliability & Validation: Introduce structure, checkpoints, and feedback mechanisms that support more accurate and consistent outcomes.

  • Human-Centered AI: Balance AI capabilities with human judgment, business goals, operational needs, and responsible decision-making.

 

​While the tools may change, my focus remains the same: helping people navigate complexity, make informed decisions, and accomplish their goals more effectively.

This portfolio is shared privately and is intended solely to showcase my work as a product designer. Some projects may reference real companies or include logos strictly for illustrative purposes. All trademarks, brand names, and copyrighted materials remain the property of their respective owners, and no endorsement is implied. To respect confidentiality, all content has been modified, generalized, or recreated for presentation purposes. Any data shown is illustrative only and does not represent actual client information or internal systems. By accessing this portfolio, you agree to use it for review purposes only and to respect the confidentiality of the work shown. © 2026 Florence Kim Design. All rights reserved.

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