Visual QA Assistant (VQA) Plugin

Maintaining Shield Design System alignment across hundreds of digital products was time-consuming and error-prone-especially as teams scaled. We built an AI-powered Visual QA plugin in Figma to detect and fix inconsistencies before handoff.

Role

Lead UX Designer

Platform

Figma Plugin, AEM, Shield Design System

Time

April 2025 – Present

Non-compliant button flagged

Fix suggestion: Replace with Shield Button

Spacing error detected

Problem & Research

Problem & Research

Problem & Research

How might we create an embedded solution inside Figma to function as a QA assistant for designers, which is engaging, useful, and rewarding to use—and might help them see the short and long-term value in using it?

Key themes that emerged from internal interviews:

  • Designers trust automation when it's transparent and explainable

  • Inline highlights and comments are more actionable than reports

  • Teams need help seeing where they’ve deviated from system rules

How It Works?

Launch plugin inside Figma

Select frames or layers

AI parses structure & compares

against rules

Issues flagged visually on canvas

Copy/paste fix & export compliance summary

How It Works?

01

Launch plugin inside Figma

02

Select frames or layers

03

AI parses structure & compares against rules

04

Issues flagged visually on canvas

05

Copy/paste fix & export compliance summary

Testing & Iteration

We ran 3 rounds of moderated usability tests with 12 designers using real design files. Several trends emerged:

Opt-In Control Builds Trust

Designers preferred to initiate audits manually rather than having them run automatically. To support this, we introduced an on-demand trigger and added optional reminders at key moments like pre-handoff—giving teams full control over when and how audits are run.

Scoped QA Improves Focus

Whole-file audits felt overwhelming and unnecessary. Designers wanted the ability to limit scans to specific frames or components. We addressed this by allowing scoped audits—letting them select exactly what to check before triggering a review.

Feedback Must Be Visual & Actionable

Designers responded better to suggestions that were visible, contextual, and easy to understand. Each flagged issue now includes inline canvas highlights, tooltips with rationale, and side-by-side comparisons with Shield-compatible components—making it easier to spot and correct issues quickly.

Manual Fixing Builds Confidence

Auto-repair introduced anxiety around unintended changes. To maintain trust, we avoided forced auto-corrections and instead offered a “Fix” button—allowing designers to preview, copy, and manually apply compliant components on their own terms.

Reflection

Challenges I faced

One of the biggest challenges was defining a problem that had long been tolerated: quiet misalignment with the Shield Design System across hundreds of teams. Rallying support for a proactive solution required shifting mindsets, not just process. I also had to balance ideal UX behaviors with real technical limits inside Figma—advocating for scalable improvements while ensuring the tool felt intuitive, respectful, and immediately useful to the teams it served.

Sara Jalilian

Product Designer

Sara Jalilian

Product Designer

Sara Jalilian

Product Designer

Visual QA Assistant (VQA) Plugin

Visit Website

Designed to empower small businesses (SBOs), this project focused on creating a comprehensive financial bundle that combines essential banking products—like business checking accounts—with advanced tools such as payment processing and point-of-sale (POS) systems. As a lead Experience Designer, I collaborated with cross-functional teams to streamline financial management and deliver a seamless, user-centric experience for business owners.

Company

U.S.Bank

Rule

Lead Experience Designer

Year

2023-Present

AI-Driven Visual QA for Design System Compliance

An AI-powered assistant embedded in Figma that scans designs for Shield compliance, detects visual and component-level issues, suggests fixes, and helps teams scale design quality—without disrupting their workflow.

Visual QA Assistant (VQA) Plugin

Visit Website

Designed to empower small businesses (SBOs), this project focused on creating a comprehensive financial bundle that combines essential banking products—like business checking accounts—with advanced tools such as payment processing and point-of-sale (POS) systems. As a lead Experience Designer, I collaborated with cross-functional teams to streamline financial management and deliver a seamless, user-centric experience for business owners.

Company

Company

U.S.Bank

U.S.Bank

Rule

Rule

Lead Experience Designer

Year

Year

2023-Present

2023-Present

AI-Driven Visual QA for Design System Compliance

An AI-powered assistant embedded in Figma that scans designs for Shield compliance, detects visual and component-level issues, suggests fixes, and helps teams scale design quality—without disrupting their workflow.

AI-Driven Visual QA for Design System Compliance

An AI-powered assistant embedded in Figma that scans designs for Shield compliance, detects visual and component-level issues, suggests fixes, and helps teams scale design quality—without disrupting their workflow.