AI Reality Check

TL;DR

A blunt reality check on why AI still fails miserably at complex, non-standardized corporate finance and accounting tasks.

Who is this actually for?

CFOs and finance professionals who are tired of hearing that a LLM is going to replace their entire department by Q4.

The Good

• Highlights the massive gap between marketing hype and actual enterprise utility.
• Correctly identifies that AI breaks the moment it hits non-standardized memos or messy valuations.

The Catch (Potential Downsides)

It is a discussion thread, not a tool, so it won't fix your broken workflows. It might also trigger defensive AI enthusiasts who think everything is an API call away.