Mondrian AI · Yennefer Suite

AI Enterprise Suite

As the founding and only designer, I led 0→1 UX for Yennefer Suite, a 5-in-1 enterprise AI platform for running AI search across massive datasets and managing an organization's AI projects. I owned the entire experience from research to launch, and built the design system, UX foundations, and brand identity from nothing.

Role
Founding Product Designer
Sole designer, 0→1
Platforms
AI enterprise SaaS
B2B enterprise SaaS
Timeline
1 year
[confirm dates]
company revenue growth
300% revenue
company revenue growth
app.mondrian.ai / studio
The redesigned Yennefer Studio home, unified and coherent
Problem Solution Design System Impact
Role & scope

Founding designer, 0→1 across the entire suite

As the founding and only designer at Mondrian AI, I owned the entire Yennefer Suite experience — research, UX, UI, and launch — across all five modules. I also built the design system, UX foundations, and brand identity from nothing, so a small team could ship a consistent product fast.

0→1 product design
UX research
Design system & brand identity
Enterprise AI workflows
Problem

Strong AI capability, built without understanding its users

AI researchers were stuck with irrelevant, un-personalized results, overwhelming information, and no easy way to manage limited computing resources — all spread across a half-built prototype.

Before & after Drag to compare the inherited prototype with the shipped Studio
After — the shipped Yennefer Studio home
AI PLAYGROUND
sysadm ▾
Resource Management Mondrian Database › Resources · Updated 2019-05-20 · Refresh
Active Pods
N/A
CPU Usage
7.94%
Memory Usage
18.20%
Disk Usage
0.07%
List
Resource list
Start All Stop All
User Last Seen CPU Usage Memory Usage Disk Usage Running
sysadm 2019-05-20 10:30:00 n/a n/a n/a
start server access server
© 2019 Mondrian AI. All Rights Reserved.
BEFORE AFTER
Solution

Five scattered tools, one coherent product

I unified the workflow into one place — from finding data to running research to managing resources — so five scattered tools became one coherent suite researchers could actually adopt.

Find data
Build models
Run research
Manage compute
Share reports
Yennefer Suite
One workflow, end to end
The suite

Five modules, one place to work

01

Yennefer Studio

A single home where teams scan every AI project's status at a glance.

app.mondrian.ai / studio
02

Data Catalog

Fast, organized access to the data behind every project.

app.mondrian.ai / catalog
03

AI Dev Tool

A focused workspace for building and running AI research.

app.mondrian.ai / studio / dev
02

Resource Dashboard

Clear visualization of computing resources, so teams manage limited capacity with confidence.

app.mondrian.ai / resources
03

AI Dev tool

A shared space that keeps sources and documentation in one place, with published reports and inline discussion.

A published Yennefer report with inline comments and discussion
Design decision

A resource view people could actually read

For the computing-resource dashboard I explored three chart layouts and tested them against real use. The winning direction aligned data with its charts, used a wider chart for scannable history, and followed an F-pattern reading flow, so researchers could read resource status at a glance instead of decoding it.

Option A · stacked
Option B · split
Chosen
Option C · aligned, F-pattern
app.mondrian.ai / resources
Impact

Complex tooling, made calm and usable

300%
Revenue growth
The company's growth over the period.
76% 91%
AI research efficiency
Researchers found and acted on insights faster.
9
Enterprise organizations
Including Samsung Display, KT Telecom, and Hyundai.

Building this 0→1, alone, taught me to hold the whole product in my head: the system, the brand, and the one researcher trying to get their work done.

Soojin Hwang · Founding designer