Changing careers at 16 years into a job, is it realistic? - what worked for you?

After 16 years as a software tester I am thinking about moving into a different field. Any experience at all would help. I have a little time and a small budget for training. Did you take a pay cut?

Try a small project in the new field before committing. It told me a lot about whether I would enjoy it.