I doubt it's about power, more about influence I think. If you're a wealthy businessman, becoming PM is the gateway to printing your own money and putting your business empire on steroids.
I reckon he's in politics for the (indirect post retirement) money.
I can’t understand why someone as rich as Rishi would want to be a politician anyway.