Your AI stack ships faster.Your QA has to keep up.
Cursor, copilots, and generated UI accelerate product. We cover the journeys and AI features that break when models and layouts change — with engineer-verified Playwright.
30-min call · free coverage analysis
- Reply received
- No error state
- User can continue
Built for AI-assisted products
AI-written UIs
Screens that regenerate weekly still need stable journey coverage — not brittle one-off scripts.
Chatbots & assistants
Prompt → response → error → retry. Cover the conversation path, not a single happy reply.
Generated reports & content
Exports, empty states, loading, and format checks when the model output isn't fixed text.
Weekly UI churn
AI tooling changes layouts constantly. We maintain the suite so your team keeps shipping.
Why this is different
AI multiplies output. It also multiplies untested surface area.
Traditional suites lag when every sprint reshapes the UI and when key features are probabilistic. That's where AI-assisted products fail in production.
Happy-path bias
Generated flows look right in the demo path but miss errors, empty states, and roles real users hit.
False-green confidence
Assertions that only check a button rendered — or that match brittle AI copy that changes every run.
Churn without ownership
Layouts change weekly. Selectors die. Nobody owns maintenance while the team keeps prompting new UI.
Our approach
Journey coverage forAI-shaped products.
We still automate full user journeys in a real browser. On AI features, we assert on contracts and outcomes — not brittle model prose — then engineers harden everything before CI trusts it.
Same managed service as Guardian overall — scoped to how AI teams ship. See the full product story.
Book a DemoMap AI + core journeys
Signup, checkout, roles — plus chat, generate, export, and other AI entry points.
Draft with AI, assert with judgment
Fast Playwright drafts. Assertions on UX structure and recovery, not one golden LLM reply.
Engineers own non-determinism
Seniors harden selectors and edge cases. Failures are triaged so flake never becomes your job.
Keep pace with weekly UI
Self-healing + maintenance SLA as prompts and generators reshuffle the DOM.
Stack-agnostic by design
Whether the UI came from Cursor, v0, Bolt, Lovable, or a custom agent loop — if users hit it in a browser, we can put a journey around it. Staging URL is enough to start; no source-code access required.
Plans from $3,500/mo · full pricing · managed QA overview
Questions about AI product testing
Can you test apps built or assisted with Cursor, v0, Bolt, or Lovable?
Yes. If it's a web app with a URL, we can test it — whether AI wrote most of the UI or just helped your team ship faster. We map critical user journeys and cover them with Playwright.
Can you test chatbots and AI-generated reports?
Yes. We cover AI features in your product — chatbots, generated reports, and AI-assisted flows — so behavior stays reliable as models and prompts change. Assertions focus on structure, errors, and recovery, not a single golden reply string.
How do you handle non-deterministic AI output?
We don't assert on exact prose from a model. We validate UX contracts: response appears, schema/format holds, empty and error states work, and the user can complete the journey. Engineers tune assertions so runs stay stable.
Do you use AI to write the tests?
Yes — AI drafts Playwright quickly. Senior QA engineers then verify every assertion, harden selectors, and add edge cases before anything is trusted in your CI.
What if our AI-assisted UI changes every week?
That's the default for teams shipping with AI. Maintenance is included: self-healing plus a 24-hour flake repair SLA. Engineers review failures so only real bugs reach your team.
Do we own the test code?
Yes. Standard Playwright TypeScript — export anytime, run anywhere. No proprietary lock-in.
Keep shipping with AI — without shipping blind
Book a 30-min call. After staging access, we send a free coverage analysis focused on your AI-assisted surfaces and critical paths.