Upgrade, don't replace
We turn your existing Selenium, Cypress, Playwright, and manual scripts into AI-powered checks — so years of QA investment keep paying off instead of getting thrown away.
Your dashboards say green. Your instincts say something is missing.
That gap is exactly what we work in.
One fixed price, one fixed window: $10,000 over 30 days. No retainers, no long contracts — just a clear before-and-after on your testing.
Not a tool subscription. Not a DIY trial. A structured, time-boxed sprint run by senior QA experts — with a hard milestone at Day 8 and an sprint demo + 90-day plan on Day 30.
Not a generic AI testing wrapper. We built our own tools because we needed them — and now we run them on your product.
A board-ready written assessment, delivered on Day 8, that diagnoses the true state of your product’s quality and pinpoints exactly what must change before AI-driven testing can be trusted at scale.
We can do everything for you — or we can partner with your team at the pace you set. The Rescue Sprint tells us which one fits.
Day 8 Quality Baseline & Bug Map, AI test transformation, validated AI agent runs, and a Day-30 sprint demo + 90-day plan. By the end of the sprint you know exactly where AI testing earns its keep.
Based on what we found, we agree on what to convert, where to add AI coverage, what to leave alone, and how fast to move. You set the pace. We size the engagement to match.
Want us to run AI testing as a managed service? Done. Want us to embed alongside your team and transfer ownership over time? Also done. Same engagement, two operating modes.
We can do everything. Or we can partner with your team at your pace. The 30-day Rescue Sprint tells us which fits.
Why IcebergQA
Most "AI testing" tools replace your suite and flood you with noise. IcebergQA does the opposite — it strengthens what you already have.
We turn your existing Selenium, Cypress, Playwright, and manual scripts into AI-powered checks — so years of QA investment keep paying off instead of getting thrown away.
AI checks wrap around your legacy workflows, CI pipelines, and existing QA suites — adding coverage at the edges instead of forcing a rip-and-replace migration.
Our custom QA-focused models are tuned for software defects — meaning fewer hallucinations, fewer false positives, and sharper triage than off-the-shelf GPT wrappers.
XBOSoft engineers bring 20+ years of senior QA practice — and they run AI testing tools every day. They don't just validate AI output; they choose the right tool for your stack, tune it to your risk profile, and hand your team deduped, prioritized bugs ready to ship. Never a raw model dump.
Most QA tools tell you how many tests passed. We tell you whether you can trust what you are shipping. Those are not the same question.
Two firms that decided the best AI testing isn't built by tool companies pushing licenses or staffing firms pushing headcount. It's built by people who have done both — and run it as a managed service for your team.
testers.ai is the AI-native testing platform. XBOSoft is the QA services firm that runs it for you. IcebergQA is the engagement where those two meet.
Together, IcebergQA delivers what neither does alone.
IcebergQA services are delivered by the XBOSoft team, powered by the testers.ai platform.
No layered hierarchy. The people who built the platform and the team are the people you talk to.
Worked on testing at Google and Microsoft before founding testers.ai. Co-author of How Google Tests Software. Built the AI-native testing platform behind IcebergQA.
Founded XBOSoft in 2006 and runs the QA services team that delivers IcebergQA engagements. Long-time President of PNSQC.
XBOSoft has delivered QA services for two decades. testers.ai built the AI platform we run on. The numbers underneath.
Not ready to commit to the 30-day Rescue Sprint? Talk to both CEOs first — Jason Arbon (testers.ai) and Phil Lew (XBOSoft). Bring your hardest QA-meets-AI problem. We'll tell you what we'd do, what we wouldn't, or whether we're the wrong fit.
No sales pitch. No deck. Just a working conversation with the people who built the platform and the team.
Sprint demo + 90-day plan — six tangible deliverables
By Day 30 you have an Quality Baseline & Bug Map, validated AI test runs, a benchmark, and a prioritized roadmap for what scales next — at the pace you set.