The temptation is real. OpenAI's API is dirt cheap. Make.com and Zapier do most of the plumbing. YouTube has 1,000 tutorials on building your own AI. Why pay $599/mo to a managed service when you could build the same thing for $50/mo?
Here is the honest answer: for technical founders with time, DIY is brilliant. You learn deeply, customise endlessly, and pay almost nothing in cash. For everyone else, DIY is the most expensive choice you can make - not in cash, but in your time and the opportunity cost of what you could have built instead.
We have helped clients on both sides. This page is the honest comparison: cash cost vs time cost vs reliability cost - including the failure rate of DIY projects and when managed actually loses to a smart in-house build.