Why does a company ever pay a dividend instead of reinvesting in the business?

I haven’t found a straight answer on this yet, and maybe it is just due to my lack of understanding of what a dividend is. My understanding is it is just basically a share of profits a company somewhat randomly decides to periodically pay it’s shareholders. I doubt this is actually a random process and would like a better explanation.