How long does it take to set up a test automation framework?

A basic framework with folder structure, CI/CD integration, and 20-30 core test cases takes 2-3 weeks. A comprehensive framework covering critical paths, API tests, and visual regression with proper reporting takes 4-6 weeks. After setup, the framework grows incrementally with each sprint as new features get automated test coverage added alongside development work.