What is the best way to approach limitations for General AI Business?

I have a question about General AI Business that may be useful for other people working with it too.

I am particularly interested in limitations and integration. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What trade-offs have you found between quality, speed, cost, and reliability?