If your “product” is “too complicated for self-serve” - then chances are, you don’t have a product. You have technology + services.
Consider…
- A narrower target market and problem 
- A more opinionated solution 
- A better user experience 
If your goal is Silicon Valley-style hockey stick growth, you need to think again, think a little harder, and think about getting an experienced senior product leader to help.