Human oversight interface testing is frequently neglected but compliance-critical. Automated UI testing tools (Selenium, Playwright, or Cypress) verify that the oversight interface behaves correctly in an integrated environment, complementing the unit tests described above.

The automated tests verify that the interface displays the required information (case data, model recommendation, confidence score, explanation), that the approval and override workflows function correctly end-to-end, that minimum dwell time enforcement works under realistic interaction patterns, and that operator actions are correctly logged in the audit trail. These tests interact with the actual interface, simulating operator actions through browser automation.

Interface testing should run on every interface change and on a periodic schedule (weekly) to catch regressions introduced by infrastructure changes, browser updates, or dependency updates that do not directly modify the interface code. The test results are retained as Module 5 and Module 7 evidence. For high-risk systems, a failed oversight interface test is a critical failure that blocks deployment.

Key outputs

• Automated UI tests (Selenium, Playwright, or Cypress) for the oversight interface
• Workflow verification (approval, override, dwell time, logging)
• Weekly regression schedule in addition to change-triggered runs
• Module 5 and Module 7 AISDP evidence