AI Test Coverage Analysis
See how AI measures test coverage, suggests what is missing, and even adds more coverage.
Read more →Why Choose IcebergQA?
Our AI-powered testing platform delivers unmatched speed, coverage, and cost efficiency
Lightning Fast
Achieve 85% test coverage in days, not weeks. Our AI accelerates the entire testing process while maintaining quality.
Half the Cost
Reduce testing costs by 50% through intelligent automation and optimized resource allocation.
Expert Review
Our testing experts review all AI-generated work, ensuring accuracy and catching edge cases that automation might miss.
Our Testing Process
Combines fast AI testing with expert human insight for maximum quality.
Say Goodbye to Flaky Tests!
Layered quality assurance ensures every result is reliable and accurate
Visualization of test flows showing how our system eliminates flaky tests
AI Self-Validation
Our AI doesn't just run tests—it double-checks its own work, validating results and identifying potential inconsistencies before reporting.
Expert Double-Check
Testing experts review all AI-discovered bugs and test execution results, adding professional validation to every finding.
AI Test Manager
An intelligent AI test manager reviews and triages every single issue, ensuring proper classification and priority assignment.
Step-by-Step Review
Every test step undergoes both pre-execution planning and post-execution analysis to eliminate false positives and negatives.
False Positive Elimination
Advanced algorithms and human oversight work together to identify and eliminate false alarms, ensuring only real issues are reported.
Comprehensive Validation
Multi-layered validation process includes AI self-checks, expert review, and automated verification to guarantee test reliability.
The Result: Rock-Solid Test Reliability
With multiple layers of AI and human validation, our testing process eliminates the flaky, unreliable results that plague traditional testing. Every issue reported is thoroughly vetted, every test step is validated, and every result is trustworthy.
0+ Automatic AI Checks
Our Sub-Zero phase covers 8 comprehensive testing categories with fully automated AI analysis
Exploratory Testing
AI discovers unexpected behaviors and edge cases through intelligent exploration
Responsive Design Testing
Automated testing across devices, screen sizes, and orientations
Usability Testing
AI evaluates user experience patterns and interaction flows
Privacy and Compliance Testing
Automated verification of data protection and regulatory compliance
Network Testing
Performance analysis under various network conditions and loads
Content Quality Testing
AI reviews content accuracy, consistency, and presentation quality
Security Testing
Comprehensive vulnerability scanning and security assessment
Accessibility Compliance Testing
Automated WCAG compliance and accessibility standard verification
Sample Test Reports
See the comprehensive insights and detailed analysis your team will receive
What's Included in Every Report
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Visual Test Coverage Maps
Clear visualization of tested areas and coverage gaps
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Priority Issue Rankings
AI-powered severity classification and fix recommendations
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Trend Analysis
Historical data showing quality improvements over time
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Instant Export Options
PDF, CSV, and API integration for seamless workflow
85%
Average Coverage
3-5
Days to Complete
50%
Cost Reduction
700+
Automated Checks
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Expert Review Process
Testing experts validate AI findings, add business context, and enhance coverage for future testing cycles.
AI Finds, Experts Validate & Enhance
AI Discovery
Our AI identifies potential issues and anomalies across your application
Expert Analysis
Testing experts review each finding with professional expertise and context
Detailed Annotations
Experts add comprehensive notes, severity ratings, and reproduction steps
Actionable Insights
Final reports include prioritized recommendations and fix guidance
Watch how our experts review, annotate, and validate AI discoveries in real-time
100%
AI findings reviewed by human experts
3x
More context added through expert analysis
95%
Up to 95% accuracy improvement with human validation
AI-Informed Expert Testing
Our testing experts leverage AI at every step to maximize quality and efficiency
Areas Where Expert Testing Excels
Areas Where AI Found Issues
Deep dive analysis into AI-discovered problems with expert context and validation
Additional Coverage Needs
Identifying gaps and expanding test scenarios based on expert knowledge
Intuitive Tests
Human-driven testing that relies on experience and intuition
Client-Requested Manual Tests
Specific testing requirements that need human expertise and judgment
Edge Cases
Complex scenarios that require creative thinking and real-world experience
Business Context Testing
Testing that considers business logic, user workflows, and industry requirements
Experts Enhance AI Coverage
For the next test run, experts improve AI coverage by:
Creating Additional Customer Personas
Developing detailed user profiles to guide AI testing scenarios and coverage patterns
Developing Custom Testers
Building specialized testing tools and scripts tailored to specific application needs
Designing AI-Functional Test Cases
Creating intelligent test cases that leverage both AI capabilities and functional requirements