Microsoft Security UX · AI · Designed & built by me

AI Powered Figma Content Review Plugin. Content reviews went from a week to instant

An AI-powered Figma plugin that generates and reviews UI content against our content system, without designers ever leaving their file. I identified the friction, designed the tool, wrote the code, and drove adoption to 80% of the UX team.

Role

Everything: research, design, engineering, adoption

Stack

Figma Plugin API · RAG · Azure · Entra ID

Users

Designers across Microsoft Security UX

Outcome

1 week → instant reviews · 80% team adoption

The 60-second version

I didn't hand this to engineering. I shipped it.

The problem: content reviews in our UX team took a week of back-and-forth — designers wrote UI copy, sent it to content designers for review, waited, got feedback in a doc, and manually checked it against the content system. The cycle repeated for every revision.

My role: everything. I identified the friction, designed the plugin, built it (Figma Plugin API, RAG pipeline, Azure, Entra ID auth), and drove adoption across the team.

Decision 01

Stay inside Figma — reviews happen on the canvas where designers already work, no context switching.

Decision 02

RAG over the content system — the plugin references real guidelines, not generic AI suggestions.

Decision 03

Ship it myself — waiting for engineering capacity would have killed the momentum, so I wrote the code.

1 wk → instant

content review turnaround time

80%

of the UX team adopted the plugin

200+

reviews run since launch