Starting business with funds from VCs / HNIs / IBs

What are the pros and cons of starting a business with the help of money received from Organisations that help funding startups (e.g VCs / Individual Financiers and High Networth Individuals / IBs)?

1.What are the common ways they use to have a control over you?

2.What can you do about that ?