| Category | Technology / Tool | Purpose / Usage |
| | | |
| CI/CD Integration | Jenkins, GitHub Actions, Azure DevOps | Continuous integration and deployment pipelines |
| UI Automation | Playwright (Java) | Cross-browser testing, visual validation, accessibility testing |
| API Automation | Karate (primary) | API contract validation, security, and performance testing |
| | Playwright | |
| | RestAssured | Java-based API testing (legacy support) |
| Backend Automation | Automation Anywhere | Secure shell access, batch job execution, backend validation |
| | IBM HATS CLI Wrappers | Scripted validation of SOR, Domains, Read Store, and business rules |
| Mobile Automation | Appium via Robot Framework | Native iOS/Android testing, biometric simulation, device farm integration |
| Test Data Management | TDP (Test Data Portal) | Data titles, test data conditioning, account reservation |
| | Synthetic Fallback Pools | Backup data provisioning for test execution |
| Environment Management | Service Virtualization, Dynamic Switching | Environment hooks for flexible and isolated test execution |
| Reporting & Observability | Allure, ReportPortal, Robot Framework HTML logs | Dashboards, tracebacks, screenshots, alerts, and traceability |
| Test Case Management | TestRail, Zephyr (planned integration) | Traceability from requirements to test cases and automation coverage |
| Data Modeling | YAML / JSON | Metadata-driven test suite generation and execution modeling |