IcebergQA

FAQ

IcebergQA combines AI testing agents with expert human reviewers to deliver fast, accurate, and comprehensive software quality reports.

What is IcebergQA?
IcebergQA combines AI testing agents with expert human reviewers to deliver fast, accurate, and comprehensive software quality reports—without setup, scripting, or maintenance.

The technology and testing framework were built by engineers who tested Chrome and AI systems at Google and Microsoft, now passionate about helping all QA teams improve coverage and precision.

In partnership with XBOSoft, our testers bring deep expertise, attention to detail, and a shared mission to make software as close to perfect as possible.
Who is IcebergQA for?
Existing QA teams use IcebergQA to rapidly expand coverage and catch issues traditional testing may miss—automating flows they don't have time to build.

Teams just starting to invest in testing find it easier, faster, and more efficient to add IcebergQA than to hire their first tester, gaining instant coverage and expert validation.
Who uses IcebergQA today?
IcebergQA is used by startups, enterprise QA organizations, and software partners across industries such as finance, retail, and technology—anywhere quality, speed, and reliability matter.

It's trusted by teams that value precision, AI innovation, and human insight working together.
How do I get started?
It takes just one short meeting and a few days to begin.

We'll help define your testing goals, connect your sites, and start running IcebergQA with no technical setup required. Most clients see their first full results within the first week.
What makes IcebergQA different?
Unlike traditional automation, IcebergQA automatically generates, executes, and interprets its own tests—built entirely by IcebergQA engineers working side by side with AI.

Every finding is reviewed by expert testers to ensure accuracy, clarity, and actionable insights.
How do AI and human testers work together?
AI testing agents perform thousands of checks across your website or app, while human experts review, validate, and refine the results.

This combination delivers the scale of automation with the judgment of experienced testers—a balance that pure AI or manual testing alone can't achieve.
What kinds of applications can IcebergQA test?
IcebergQA tests any web-based application accessible through a browser, including login flows, e-commerce sites, dashboards, and enterprise portals.

All test definitions and flows are automatically generated and maintained by IcebergQA engineers working with AI.

If you have custom test cases, our Enterprise Plan allows the IcebergQA team to execute and maintain them for you—no scripting or setup required.
How fast can I get results?
A full static and dynamic test run typically completes in under 10 minutes, producing detailed results, coverage summaries, and visual dashboards.
What types of issues are checked?
Over 1000 automated checks across performance, usability, accessibility (WCAG 2.1), privacy, content quality, and design consistency.
Can I see what passed as well as what failed?
Yes. IcebergQA reports both validated "OK" checks and flagged issues, giving a complete and balanced view of overall quality.
How accurate are the results?
The AI achieves about 85% precision on its own.

With expert review, that improves to 97%+—so you get near-perfect accuracy without spending your own time reviewing results.

You can even tell us what kinds of findings you care most about—or what you'd prefer not to see—and IcebergQA tailors reports accordingly.
Can I use my own AI or LLM API keys?
Yes. IcebergQA includes built-in AI integrations but also supports your own models or API keys for enhanced privacy and control.
Can I focus on areas that matter most?
Yes. You can prioritize categories such as accessibility, performance, mobile responsiveness, or privacy so reports align with your organization's quality goals.
What are coverage reports?
Coverage reports show how much of your site or app was tested—across pages, components, and issue categories—so you can measure improvement and completeness over time.
Is my data secure?
Absolutely. IcebergQA runs locally or within your private cloud, and no data or source code ever leaves your environment.

Clients can even use their own AI/LLM and API keys for total data isolation.

With our Enterprise or Consulting Plans, we can help you deploy IcebergQA on your own servers, behind your firewall, air-gapped down to the machine for maximum security.
Does it integrate with CI/CD?
Yes. IcebergQA fits seamlessly into modern pipelines and exports JSON, JUnit, and coverage summaries for dashboards or gating rules.
How does pricing compare to hiring more testers?
IcebergQA costs far less than hiring even one additional tester, yet delivers the value of multiple experts—combining AI scale, human insight, and wider coverage.

You keep your existing QA expertise while dramatically expanding speed and depth.
What does it cost?
You can get started for less than $500—adding real AI to your testing efforts and even having human experts review your results.

Pricing then scales based on test frequency and "shot" depth (1-, 2-, or 4-Shot tiers). Contact IcebergQA for a customized plan that fits your release cadence and coverage goals.
What kind of support is available?
We're here to ensure your success.

Our experts can help with almost any testing, quality, or automation challenge—and even with the bold ideas or "quality dreams" your team wants to bring to life.

Whether you're running IcebergQA independently or through an enterprise plan, you'll have access to experienced testers and AI specialists dedicated to helping your team succeed.
What's next for IcebergQA?
Upcoming releases will extend coverage to native mobile and desktop apps, with deeper AI + human analysis for enterprise environments.