Most AI projects break because the surrounding process, content, and operating model were weak from the start.
If source material is scattered, stale, or unclear, the output quality will reflect that.
Someone needs to own quality, escalation, and what the system should or should not do.
Trying to start with a broad agentic platform often creates complexity before the business has earned it.