Why "we just spent millions on a new AMS" isn't a reason to wait on AI — a framework for separating your system of record (AMS/CMS/LMS/FMS) from your system of knowledge (the AI layer), and how to decide if now's the time or if you need to stabilize first.

Companion Assets at https://meetbetty.ai/the-association-intelligence-podcast#episode-07

What this helps your team answer

• Why an AMS (or any management system) is a system of record, not a system of knowledge — and why AI should never try to replace that record, only sit in front of it as a governed interface.
• How to tell whether "not now" is the right call (a messy migration, unresolved data cleanup,  ...