# Use cases – AI QA testing across every flow > Browse the scenarios where QA.tech agents take testing off your team's plate – from checkout and auth to mobile, CI/CD and AI-generated code. Source: https://qa.tech/use-cases --- 42 scenarios where QA agents take the testing off your team's plate – from checkout and auth to mobile, CI/CD and AI-generated code. Filter by flow, vertical, or test type. Filters Test type Flow Surface Geo Vertical Workflow 42 of 42 use cases - [ ### Account & Profile Settings Testing→ An AI agent runs every settings action a user can take – update profile fields, change email and password, upload an avatar, toggle preferences – then verifies the changes persis… - SaaS - Auth ](https://qa.tech/use-cases/account-settings-testing) - [ ### AI Test Generation→ Point an agent at a running application and it crawls – reading screens, following links, filling forms – and builds a \[knowledge graph\](https://docs.qa.tech/core-concepts/knowle… - AI - Test creation - Exploratory ](https://qa.tech/use-cases/ai-test-generation) - [ ### Analytics & Tracking Event Testing→ An AI agent completes the real user flow in a browser – a checkout, a signup, a form submit – then verifies the tracking request actually fired: URL pattern, method, status code,… - API - E-commerce - SaaS ](https://qa.tech/use-cases/analytics-tracking-testing) - [ ### API Contract Testing→ You describe the observable contract in plain English – "the create returns 201 with a string id; fetching that id returns 200 with quantity equal to 2" – and \[an AI agent\](https://qa.tech/prod… - API ](https://qa.tech/use-cases/api-contract-testing) - [ ### API Regression Testing→ You group API contract checks into a plan written as plain-language goals – "GET /orders returns 200 with a list, and every item has an id and a status" – and an AI agent runs th… - API - Regression - PR & CI/CD ](https://qa.tech/use-cases/api-regression-testing) - [ ### Authentication & Login Flow Testing→ An AI agent runs your real login journeys – including the parts traditional tools can't, like opening an email or reading an SMS code – and verifies the user ends up authenticated. - Auth - SaaS - Mobile - E-commerce ](https://qa.tech/use-cases/authentication-testing) - [ ### Automated Accessibility (WCAG) Testing→ Every QA.tech test run automatically checks for \[WCAG\](https://docs.qa.tech/core-concepts/issues) accessibility issues and logs them alongside functional findings – so accessibil… - Accessibility - SaaS ](https://qa.tech/use-cases/accessibility-testing) - [ ### Automated Regression Testing→ Regression testing re-checks that existing features still work after a change. - Regression - PR & CI/CD ](https://qa.tech/use-cases/automated-regression-testing) - [ ### Bulk Actions Testing→ An AI agent selects multiple items, triggers a bulk action – delete, export, status change – and verifies the outcome across the selection. - Data & tables - SaaS ](https://qa.tech/use-cases/bulk-actions-testing) - [ ### Checkout & Payment Flow Testing→ You point an AI agent at your store, describe the purchase you want verified in plain language, and it completes the journey like a real shopper – add to cart, enter an address, … - E-commerce - Payments - E2E ](https://qa.tech/use-cases/checkout-flow-testing) - [ ### CRM Testing→ An AI agent runs the full deal \[lifecycle\](https://docs.qa.tech/core-concepts/dependencies) in your CRM – creating a deal, assigning an owner, moving it through pipeline stages, … - CRM - SaaS - Permissions ](https://qa.tech/use-cases/crm-testing) - [ ### CRUD Testing→ An AI agent runs each operation as a closed loop: create a record with unique data, verify it appears, edit it and verify the change, delete it and verify it's gone. - Data & tables - SaaS ](https://qa.tech/use-cases/crud-testing) - [ ### Dashboard & Reporting Testing→ An AI agent navigates each dashboard view and verifies the things that fail silently – charts actually render, metric cards show data not "Loading…", and filters change results c… - Data & tables - SaaS ](https://qa.tech/use-cases/dashboard-testing) - [ ### Drag-and-Drop & Kanban Testing→ An AI agent understands the intent of a drag – "move this card to Done" – and performs it in a real browser, then verifies the item's state updated. - Data & tables - SaaS ](https://qa.tech/use-cases/drag-and-drop-testing) - [ ### E-commerce Testing (vertical)→ An AI agent tests your storefront the way a shopper uses it – browsing the catalog, searching, filtering, adding to cart, checking out, and managing an account – verifying the re… - E-commerce - E2E ](https://qa.tech/use-cases/ecommerce-testing) - [ ### End-to-End Testing→ End-to-end testing verifies a complete user journey works from start to finish, the way a real user experiences it. - E2E - Regression ](https://qa.tech/use-cases/end-to-end-testing) - [ ### Exploratory Testing→ Exploratory testing means investigating an application to discover how it behaves and where it breaks, rather than following a fixed script. - Exploratory - AI - PR & CI/CD ](https://qa.tech/use-cases/exploratory-testing) - [ ### Feature Flag & A/B Test Testing→ Different users see different versions of your app, so a flow that passes for the control can fail for a variant. - Feature flags - Regression ](https://qa.tech/use-cases/feature-flag-testing) - [ ### File Upload & Data Export Testing→ An AI agent uploads files as a user would – PDFs, images, CSVs – and verifies \[upload\](https://docs.qa.tech/test-features/file-uploads) success, preview and downstream state; for… - Data & tables - File handling - SaaS ](https://qa.tech/use-cases/file-upload-export-testing) - [ ### Fintech Testing (vertical)→ An AI agent runs the transaction lifecycle a customer would – initiate a transfer, enter an amount, verify the fee, confirm, check the balance and the history record – including … - Fintech - Auth - Payments ](https://qa.tech/use-cases/fintech-testing) - [ ### Healthcare & Patient Portal Testing (vertical)→ An AI agent runs the patient journey – booking an appointment, accessing records, requesting a prescription – and verifies each step across both patient and provider roles, so ac… - Healthcare - Accessibility ](https://qa.tech/use-cases/healthcare-testing) - [ ### iFrame & Embedded Content Testing→ An AI agent interacts with iFrames the way a user does – clicking, typing and verifying inside embedded content, including nested iFrames – with no special configuration. - E2E - Embedded ](https://qa.tech/use-cases/iframe-testing) - [ ### Localization & i18n Testing→ You run the same test goals across multiple language and region configurations – the goals transfer, no rewriting per locale. - Localization - E-commerce - SaaS ](https://qa.tech/use-cases/localization-testing) - [ ### Marketplace Testing (vertical)→ A marketplace has two distinct journeys – buyer and seller – and flows where they interact. - Marketplace - E-commerce - Payments ](https://qa.tech/use-cases/marketplace-testing) - [ ### Mobile App Testing (iOS & Android)→ You describe the journey in plain language and an AI agent runs it on a native iOS or Android app – handling taps, swipes, keyboard interactions and screen transitions – using th… - Mobile - E2E ](https://qa.tech/use-cases/mobile-app-testing) - [ ### Multi-Environment Testing→ You point the same test plan at staging, pre-prod, production or a \[preview\](https://docs.qa.tech/core-concepts/applications-and-environments#preview-environments) URL, and the a… - PR & CI/CD - Regression ](https://qa.tech/use-cases/multi-environment-testing) - [ ### Multi-User & Multi-Actor Flow Testing→ QA.tech can run two agents as two different users in fully isolated sessions – one submits, the other approves – so workflows that span people are tested end to end. - SaaS - E2E - Permissions ](https://qa.tech/use-cases/multi-user-testing) - [ ### Notifications & Activity Feed Testing→ An AI agent performs an action that should generate a notification, then verifies it appears in the notification center with the right content, and checks filtering and read/unre… - Notifications - SaaS ](https://qa.tech/use-cases/notifications-testing) - [ ### Pull Request & CI/CD Testing→ A GitHub or \[GitLab\](https://docs.qa.tech/configuration/gitlab) bot installs into your repo; when a PR opens (or you tag it), it reads the PR context, detects the \[preview\](https… - PR & CI/CD - Regression ](https://qa.tech/use-cases/pr-cicd-testing) - [ ### QA for AI-Generated Code & Agentic SDLC (MCP)→ AI coding tools ship faster but don't always see the cross-cutting effects of a change, so bugs accumulate faster too. - AI - PR & CI/CD ](https://qa.tech/use-cases/ai-generated-code-testing) - [ ### SaaS Application Testing (vertical)→ An AI agent tests the flows that define a SaaS product – onboarding, core workflows, roles and permissions, billing and dashboards – from plain-language goals, on every release, … - SaaS - E2E ](https://qa.tech/use-cases/saas-testing) - [ ### SaaS Onboarding Flow Testing→ An AI agent walks your entire onboarding sequence as a new user – signup, email confirmation, profile setup, first-use milestone – and verifies each transition works. - Onboarding - SaaS - Auth ](https://qa.tech/use-cases/saas-onboarding-testing) - [ ### Search, Filter & Sort Testing→ An AI agent exercises the search bar, filter panel and column sorts, then verifies the results change correctly – including the awkward combinations that surface wrong data. - Data & tables - Search - SaaS ](https://qa.tech/use-cases/search-filter-testing) - [ ### Shift-Left Developer Testing→ Shift-left testing means moving quality checks earlier – to the developer, during development – instead of after handoff to QA. - PR & CI/CD - AI - Exploratory ](https://qa.tech/use-cases/shift-left-testing) - [ ### Smoke Testing→ A smoke test is a fast check that your most critical paths still work after a deploy. - Smoke - PR & CI/CD ](https://qa.tech/use-cases/smoke-testing) - [ ### Speech-to-Text Testing→ Speech-to-text testing verifies what happens after a user talks to your app: that dictated words land in the right field, that a longer recording produces a usable transcript, an… - AI - Test creation ](https://qa.tech/use-cases/speech-to-text-testing) - [ ### Subscription & Billing Flow Testing→ An AI agent runs the full subscription lifecycle – select a plan, pay, confirm the upgrade, verify plan limits change, downgrade, cancel – and checks each state. - Payments - SaaS ](https://qa.tech/use-cases/subscription-billing-testing) - [ ### UI-Change-Resilient Testing (Replace Flaky Tests)→ Most automated tests break because they depend on selectors and exact steps – rename a button and the test fails. - Reliability - Regression ](https://qa.tech/use-cases/ui-change-resilient-testing) - [ ### User Management, Roles & Permissions Testing→ You run the same suite under different role configs – admin, member, viewer – and an AI agent verifies each role can do what it should and is blocked from what it shouldn't. - Permissions - Auth - SaaS ](https://qa.tech/use-cases/roles-permissions-testing) - [ ### Visual Regression Testing→ Because the agent sees your app the way a user does, it notices meaningful visual problems – broken layouts, wrong spacing, missing elements – during normal runs, without pixel-d… - Visual - Regression - SaaS - E-commerce ](https://qa.tech/use-cases/visual-regression-testing) - [ ### Voice Command Testing→ Voice command testing verifies that a spoken instruction makes your app do the right thing: "add this to my cart" adds it, "create a task for Friday" creates one, "delete the las… - AI - E2E ](https://qa.tech/use-cases/voice-command-testing) - [ ### Voice Search Testing→ Voice search testing verifies the full path from a spoken query to the results on screen: the app heard the query, recognised it correctly, and returned what the user asked for. - AI - Search ](https://qa.tech/use-cases/voice-search-testing) ## Your team moves fast. 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