Mingfei Bi

AI Product Designer： Bridging the gap between Generative AI and user value through intelligent interface design and strategic storytelling.

Glass Box pattern: Visualizing enterprise AI black box

LEAD PRODUCT DESIGN | INTERACTION DESIGN

Enterprise AI Design Pattern

The Glass Box is a strategic UX framework designed to bridge the trust gap in Generative AI by exposing backend reasoning to the user.

I architected a transparent "split-screen" interface that evolved from a high-stakes 2-week client bid into Agent Core—the official engineering standard for building B2B AI agents, now enabling Solutions Architects to deliver consistent, trust-based demos at scale.

AgentCore – Feature Demo / From Concept to Launch

PRODUCT DESIGN | INTERACTIVE DEMO

Developer Enablement Platform

AgentCore is an enterprise-grade runtime platform for deploying and operating AI agents at scale.

I designed a live demo with story-driven scenarios for all technical levels, launched at AWS NYC Summit and later shared on YouTube. (Cover image: AWS official YouTube channel © Amazon Web Services)

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GenAI Demo Portal – Design & Delivery

PRODUCT DESIGN | END-TO-END UX

Web Data Platform

The GenAI Labs Demo Portal enables thousands of AWS Solution Architects to discover, reuse, and scale generative AI demos.

As the end-to-end UX designer, I built a platform hosting a rapidly growing library of demos, improving discoverability, reducing duplication, and accelerating delivery of industry-specific AI solutions.

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Visible Alpha - Watchlist Part 1

PRODUCT DESIGN | DESIGN PLAN

Web Data Platform

Watchlist is an essential product offered on Visible Alpha's financial data tracking and forecasting web platform.

In Part 1, I have presented the process by which my framework was instrumental in my successful collaboration with the Product Manager and the rest of the team involved in the product redesign.

Visible Alpha - Watchlist Part 2

UX/UI DESIGN

Web Data Platform

In this part, I present my design process form features to final deliverables. I use one workflow, create a watchlist on the homepage, as an example to explain the process.

Chick-fil-A - Information Architecture Redesign

DESIGN CONSULTANT

Chick-fil-A Internal Office Website

I designed a cyber form information architecture for the target user group, operators on Chick-fil-A internal office website.

DB-CAPS

PRODUCT DESIGN | SYSTEM ARCHITECTURE

WEB APPLICATION - 2011-2018

For more than 20 years, this college administrative processing system has stayed largely unchanged. The result was a severely outdated system. In this project, I present how I optimized the user experience (UX) by redesigning the users' workflow and database structures. Additionally, I present how to set up a visually consistent design library to enhance the user UX.

SideKcK

FOUNDER | USER RESEARCH | PROTOTYPE | TESTING

MOBILE APP - 2016-2018

An app to find you the perfect gym buddy to jumpstart your new healthy lifestyle.

Mingfei Bi

AI Product Designer： Bridging the gap between Generative AI and user value through intelligent interface design and strategic storytelling.

Glass Box pattern: Visualizing enterprise AI black box

The Glass Box Pattern: Visualizing the AI Black Box