P.06 — AI · Product · Design
AI Design Platform
An AI-driven UI/UX design platform used daily by CodeGen's internal design team — from requirements analysis to multi-page designs, prototypes and feedback.
- Role
- Associate Software Engineer · Primary author
- Year
- 2025 — 26
- Company
- CodeGen International · Lumos
01 — Overview
Overview
The design platform is where my engineering and design work meet. It's used daily by CodeGen's internal design team of about ten for requirements analysis, multi-page design generation, prototyping and collaborative feedback.
It has had positive feedback from the team, and potential clients have shown interest in it.
Started from zero as part of the Lumos ecosystem; I wrote most of the modules I own.
02 — The problem
Designers spend a lot of time turning requirements into first-pass screens before the real design thinking starts.
The platform had to speed that up without taking the designer out of control — generation is a starting point, not the final word.
03 — The system
From brief to prototype
AI does the heavy lifting between a brief and a reviewable prototype; designers stay in the loop at every step.
- 01
Requirements
Briefs are analysed into structured requirements.
- 02
Generate
Multi-page designs are generated from the requirements.
- 03
Prototype
Pages are linked into clickable prototypes.
- 04
Feedback
Collaborative review and feedback with the team.
04 — My contribution
Team, and what was mine.
Team
- Lumos R&D team
- CodeGen's internal design team of about 10 as daily users
My contribution
- Started the platform from zero as primary author
- Requirements analysis and multi-page generation flows
- Prototyping and collaborative feedback features
05 — Technical depth
What it's built with, layer by layer.
- AI
- LLM-driven generation · Prompt & context engineering · Structured outputs
- Product
- UI/UX design · Prototyping · Design systems
- Infrastructure
- Microsoft Azure
06 — Gallery
In pictures.
Internal platform — product screens are under NDA, so these images set the scene rather than show the UI.
07 — Outcome
Where it landed.
~10
Designers
using it daily
4
Stages
requirements to feedback
In daily use by CodeGen's design team, with positive feedback and interest from potential clients.