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// Case Study

Automating iOS UI Testing with Aware

How a QA team reduced testing time by 80% using text-based snapshots

AwareQuality Assurance2026-01-05

"We cut our QA time by 80% with Aware. No more taking screenshots for every release. The AI just... tests itself."

Ryan O'Connor

QA Lead, Mobile App Company

The Challenge

Ryan's team was drowning in manual testing processes: - Screenshot comparisons for every UI change - Flaky tests that failed on different screen sizes - 40% of QA time spent on repetitive regression checks - AI-generated code needed manual visual verification "Screenshots are subjective and flaky," explains Ryan. "One pixel difference would flag a test as failed. We were spending more time managing test infrastructure than finding bugs."

The Solution

Aware's text-based snapshots transformed their QA pipeline: 1. **Semantic snapshots** - Capture UI as structured data, not pixels 2. **Ghost actions** - AI tests by interacting with element properties 3. **SwiftUI native** - Deep integration with Apple frameworks 4. **Token-efficient** - 80% less data than screenshot testing Now tests verify what elements exist and their state, not how pixels render.

The Results

80% reduction

QA Time

From manual screenshots to automated snapshots

99.5% pass rate

Test Reliability

No more flaky pixel comparisons

80% less

Token Usage

Text vs screenshot data transfer

Related Topics

iOSQAtestingautomation

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