All use cases

Healthcare • Insurance • Finance

Form and Multi-Step Workflow Testing

Automate validation of complex multi-step forms, wizards, and data entry workflows that are tedious to test manually and easy to break.

Challenge

Enterprise applications are built around forms — patient intake, loan applications, claims processing, employee onboarding. These forms span multiple steps, enforce complex validation rules, branch based on user input, and integrate with backend systems for real-time checks. Testing them manually is slow and error-prone because the number of input combinations is enormous. Automated tests are difficult to write because they require realistic test data, conditional navigation, and validation of both success and error states.

Stably approach

Stably handles multi-step form workflows using variables and fixtures for realistic test data, conditional blocks for branching logic, and AI agents to navigate dynamic form elements like date pickers, dropdowns, and auto-complete fields. Tests can validate error states, field-level validation messages, and successful submission outcomes. Because Stably is built on Playwright, you have full access to keyboard input, file uploads, and custom JavaScript execution for edge cases that no-code tools cannot handle.

What changes

AI agents fill complex forms without brittle selectors for every field

Instead of writing page.fill("#field-37-b", "123 Main St") for every input, use agent.act("Complete the address form with 123 Main St, San Francisco, CA 94102"). The AI agent finds the fields, fills them in order, handles auto-complete suggestions, and clicks through the address verification modal.

Variables generate realistic test data on every run

Ask Stably to "generate a valid phone number ending in 6363" or "create a realistic patient name." Each run gets unique, realistic data — no hardcoded "John Doe" and "555-1234" that get flagged as duplicates by your application's validation logic.

Conditional branches test both the happy path and the rejection path

A loan application branches based on credit score. One test path uses a score above 700 and verifies the approval page. Another uses 550 and verifies the rejection message with an appeal link. Conditional blocks handle both branches in one test file.

File uploads, date pickers, and signature pads work natively

Stably runs on Playwright, so file uploads use page.setInputFiles(), date pickers use native keyboard input, and custom controls like signature pads can be handled with custom JavaScript execution. No "sorry, our tool cannot handle that widget" limitations.

When this is the right fit

  • Form bugs are found in production because manual testing misses edge cases
  • Multi-step workflows are tested only on the happy path
  • Test data setup for form tests is manual and time-consuming
  • Dynamic form controls defeat existing automation tools

Best fit teams

Internal tools teamsHealthcare platformsInsurance and financial services
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