Find Real Defects, Cut the Noise
Focus on real failures, not noise. AI classifies failure reasons and separates flaky runs from true defects across web, mobile, and desktop. Visual validation and rich artifacts give developers the evidence to fix issues fast.
Up to 50% Faster Debugging
Fewer False Positives from Flaky Tests
Higher Engineering Throughput & Faster Releases
From Data to Actionable Insights
Turn test data into action. Unify results across tools and pipelines, view trends at a glance, and route work using AI-driven failure reasons, so teams spend less time hunting and more time fixing.
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Key Capabilities
Enterprise Advantage
Perfecto AI Support
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Key Capabilities
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AI Root Cause Analysis (RCA)
Identify failure reasons, compare failed vs. last good runs, and group similar issues for faster triage.
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Flaky Detection & Noise Filtering
Reduce false positives to stabilize CI signals.
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Heatmaps & Dashboards
See hotspots by platform, device, browser, and feature.
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Custom Reports & Sharing
Create KPI aligned views for teams and leadership.
Centralized Test Results, All in One Place
One source of truth for quality.
Aggregate results from leading test frameworks, including Selenium and Appium, into a single analytics layer with artifacts, history, and trends.
- AI-Powered Root Cause Analysis: Identify failure reasons and reduce debugging effort by up to 50 percent.
- Flakiness Detection: Automatically flag unstable tests to ensure stable CI/CD pipelines and reliable feedback for developers.
- Heatmaps and Visualizations: Pinpoint hotspots across platforms and features.
Overcome Tooling Barriers
Replace patchwork tools with one analytics layer. Standardize reporting and analysis across teams to reduce handoffs and speed decision making.
Faster Triage and Lower MTTR
Cut MTTR with evidence-rich analysis.
Get AI driven failure reasons, clustering, and artifacts, videos, screenshots, logs, so developers resolve issues faster.
Beyond Basic Logs
Use visual validation, failure clustering, and packaged evidence to speed root cause and defect submission.
Improve CI Signal Quality
Noise filtering and flakiness detection produce cleaner pass or fail signals and reduce costly reruns.
Why Enterprises Choose Perfecto Analytics & Reporting
"Perfecto AI saved over 100 hours of manual validation monthly, driving immediate and significant efficiency gains."
Stop letting fragmented data and inconclusive test reports slow you down.
With Perfecto, you can get the visibility you need to optimize your entire testing process.
Achieve faster triage and shorten feedback loops. Accelerate cycles with clear trends and governance across teams and releases.
Experience AI-Driven Analytics for Application Testing
See how Perfecto accelerates functional testing at scale across web, mobile, and desktop platforms with agentic AI automation.
Frequently Asked Questions
What does Perfecto’s AI test analytics and reporting do?
It brings your test results into one analytics layer and uses AI to separate real defects from noise. AI classifies failure reasons and distinguishes flaky runs from true defects across web, mobile, and desktop. Visual validation and rich artifacts give developers the evidence they need to fix issues quickly.
How does AI Root Cause Analysis speed up debugging?
AI Root Cause Analysis identifies failure reasons, compares failed runs against the last good run, and groups similar issues for faster triage. Each failure comes with artifacts such as videos, screenshots, and logs. Perforce says this can cut debugging effort by up to 50% and lower mean time to resolution (MTTR).
How does Perfecto handle flaky tests and false positives?
Flaky detection and noise filtering automatically flag unstable tests, which reduces false positives. The result is a cleaner pass/fail signal in your CI/CD pipeline, with fewer costly reruns and more reliable feedback for developers.
Can I bring in results from the test frameworks I already use?
Yes. Perfecto aggregates results from leading frameworks, including Selenium and Appium, into a single analytics layer with artifacts, history, and trends. This replaces a patchwork of tools with one source of truth and standardizes reporting across teams.
What dashboards and reports are available?
Heatmaps and dashboards show hotspots by platform, device, browser, and feature. Custom reports and sharing let you build KPI-aligned views for teams and leadership. You can request a demo to see them with your own data.