How do I actually turn my idea into a company?

An idea you could actually see landing as a business strikes one day. After the light-bulb moment you think about getting it off the ground.

In many cases when these things happen they are normally are left as just that, shower thoughts or ideas.

However, what do you do when ‘the one’ you can actually see yourself doing happens?