AI speed. Independent QA expertise.

We find what AI missed.

AI-assisted checks. Human QA expertise. We find the gaps and give your AI the prompts to fix them.

Instant on. Start getting AI QA value within days of our first conversation.

Working code isn’t the whole story.

AI gets it working. Our human AI QA experts do the testing—using AI-powered checks and hands-on investigation to find what your AI missed.

Six common blind spots—and many more. Our AI QA experts tailor the review to your product, risks, and requirements.

Security & privacy.

Functional doesn’t mean enterprise-ready.

Checkout request /confirm?[email protected] Personal data exposed
What we look for
  • Personal data leaking into URLs, logs, and errors.
  • Missing permission checks and unsafe defaults.
  • Exposed secrets, weak validation, and failure recovery.

The “AI-generated” feel.

Your customers notice what the agent overlooks.

Account settings Readability + focus gaps
What we look for
  • Off-brand styling, generic copy, and uneven polish.
  • Hard-to-read text, poor contrast, and broken layouts.
  • Keyboard, focus, and accessibility gaps.

Business rules & edge cases.

The real journey isn’t just the happy path.

CheckoutOne order
Retry → duplicate order
What we look for
  • Complex workflows and unstated business rules.
  • Boundary values, unusual inputs, and role changes.
  • Retries, duplicate transactions, and partial failures.

Production.

A working demo isn’t a production workload.

Real traffic. Concurrent users. Load spike → timeouts
What we look for
  • Slow paths, resource leaks, and rising infrastructure costs.
  • Concurrent updates, race conditions, and lost data.
  • Outages, retry storms, missing alerts, and failed recovery.

Compliance.

Working features can still break your obligations.

Customer deletion request
Account deletedData remains in exports
Deletion ≠ removal everywhere
What we look for
  • Consent, retention, deletion, and data-handling gaps.
  • Missing audit trails and evidence of required controls.
  • Behavior that conflicts with your stated policies, accessibility requirements, or customer commitments.

Maintenance & compatibility.

It works today. What happens after the upgrade?

Dependency or API upgrade
New account worksExisting account breaks
Upgrade → hidden regression
What we look for
  • Dependency upgrades, deprecated APIs, and version conflicts.
  • Data migrations, old records, and backward compatibility.
  • Browser, device, and OS differences—and brittle code that makes future changes risky.

Bonus

No paying to repeat what your AI already caught.

We focus your review time and budget on the gaps—not duplicating checks your AI has already handled.

QA for your team

For teams

Enterprise

Private AI QA for your team, on your terms.

  • Private environment. Use your own AI keys.
  • QA experts in the loop—from IcebergQA, your own team, or both.
  • Team visibility into reviews, findings, and fixes.
AI speed. Human judgment.

Find the gaps. Keep them covered.

Put experts on the gaps.

AI-first testing, run by our experts. Build on your existing tests—not from scratch.

Learn to run it yourself.

Keep the tools. Learn the practices. Run AI-first QA yourself, with us, or both.

Latest AI QA technology from testers.ai + Experienced QA experts from XBOSoft
Bring your team into the conversation

Present IcebergQA
to your team.

Use our ready-to-present deck for an internal introduction to IcebergQA: AI QA expertise, extra testing bandwidth, and training to help your team do more themselves.

View the presentation ↗ Get the PowerPoint

Before you request a review

How quickly will I get results?

We confirm availability and a turnaround with you by email before work begins. This page does not promise an instant result or a fixed delivery time.

What do I receive?

A readable review with verified issues, reproduction evidence where the artifact permits it, individual fix prompts, and a combined prompt for your coding agent. We distinguish findings from uncertainties and list areas not assessed.

Do I need to install a plugin or book a call?

Start with the short request form. You can share a URL or describe your artifact; we’ll work out access and scope by email. The coding-agent plugin is another way to bring reviewers into your workflow.

What if you don’t find bugs?

You still receive the review’s observations, checked areas, and remaining gaps. We don’t promise a minimum bug count or certify that a release is bug-free.

Can I share private software?

Describe it first. Don’t put passwords, API keys, customer data, or signed access links in this form. We’ll agree on appropriate access. Enterprise can use a private environment, your own AI keys, and your own reviewers.

What did your AI miss?

Tell us what you’re building. We’ll help you uncover the gaps and put the right expert coverage in place.