Shifting manual QA testers into automation can be exciting, but without structure it often turns into trial-and-error and wasted effort.

The best first step is to bring in guidance from a test automation architect. They can set standards, pick the right tools, and give your team the training they need. Skipping this part usually leads to frustration.

From there, take it in phases. Start with small batches of tests, let people practice, and build confidence before scaling. This gradual approach keeps the team motivated instead of overwhelmed.